Technical detail for auditing; the plain version is above. Internal ids and formula names print here only.
Line-shopping measurement: project_conditional_minutes_refuted
Defense-by-position measurement: split-half reliability r = -0.033 across 12 cells (7 of 12 negative) against a shuffle null of 0.000; a placebo using the wrong position family reproduced the effect to within 0.12pp · project_dvp_blowout_gate_refuted · 2026-08-26
Our picks, raw · 1
Courtney Williams · O 4.5 rebounds−108value_edge_pct +7.53 · kelly 2.00u · price_check unchecked · rank 2
Checked results, raw (basketball-stats shorthand) · 2
Courtney Williams Under 1.5 3PMLOSS −1.00ubet −170 → close −220 · CLV +5.8¢ · bet_clv:107887 · consensus_devig · captured 2026-07-11T00:00:00Z · grade_v2 A · p_hit 65.0% · conversion_unlucky · actual 2 · 36.2 min · startedWilliams hit 2-of-3 from three despite poor overall efficiency (5-17 FG, 35% TS), getting to the line only once and relying on perimeter shooting to generate her 12 points in 36 minutes. The sharp model underestimated her three-point volume on a night when she attempted only 17 total shots but took 3 threes—a 17.6% three-point rate well above her typical usage pattern.
Courtney Williams Over 4.5 REBWIN +0.93ubet −108 → close −145 · CLV +7.3¢ · bet_clv:107888 · consensus_devig · captured 2026-07-11T00:00:00Z · grade_v2 B · p_hit 55.8% · actual 12 · 36.2 min · startedWilliams crashed the glass relentlessly despite poor shooting (5-17 FG), pulling down 12 rebounds across 36 minutes to clear the 4.5 line by a comfortable margin. Her volume rebounding work compensated for inefficient offensive production, making the over a clean winner.
Data fetches · 37
sds rest/team (away)ok 200 · 43 ms
sds rest/team (home)ok 200 · 44 ms
sds defense/team (away)ok 200 · 67 ms
sds defense/team (home)ok 200 · 68 ms
sds analytics opponent_defense (away)ok 200 · 69 ms
sds analytics opponent_defense (home)ok 200 · 70 ms
sds schedule/team (meetings)ok · 74 ms
sds games/{id}ok 200 · 145 ms
sds lineups/{id}ok 200 · 193 ms
sds games/{id}/boxscoreok 200 · 199 ms
sds players/team (away)ok 200 · 9 ms
sds players/team (home)ok 200 · 10 ms
sds history (h2h)ok · 204 ms
grading picks/nightlyok 200 · 210 ms
sds injuries/date/{date}ok 200 · 219 ms
grading clv/picksok 200 · 100 ms
dh lineups/{id}/deltaok 200 · 406 ms
grading verdict/boardok 200 · 650 ms
sds analytics player_vs_line (rebounds)ok 200 · 26 ms
sds analytics player_vs_teamok 200 · 27 ms
sds analytics player_vs_teamok 200 · 28 ms
sds analytics player_vs_teamok 200 · 29 ms
sds analytics player_vs_line (rebounds)ok 200 · 32 ms
sds analytics player_vs_line (points)ok 200 · 113 ms
sds analytics player_vs_line (points)ok 200 · 123 ms
sds analytics player_vs_teamok 200 · 129 ms
sds analytics player_vs_teamok 200 · 136 ms
sds analytics player_vs_line (three_pointers_made)ok 200 · 142 ms
sds analytics player_vs_teamok 200 · 155 ms
sds analytics player_vs_line (points)ok 200 · 170 ms
odds game timelinefailed · 6000 ms
odds player timeline (rebounds)failed · 6001 ms
odds player timeline (threes)failed · 6001 ms
odds player timeline (points)failed · 6001 ms
odds player timeline (points)failed · 6002 ms
odds player timeline (rebounds)failed · 6006 ms
odds player timeline (points)failed · 6006 ms