{"id":"W6930973007","doi":"10.5281/zenodo.16628256","title":"Pwhl Merch","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"League; Ice hockey; Tournament; Professional sport","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001603852,0.0002700764,0.0004971907,0.0004708683,0.0006458385,0.0001748018,0.001387432,0.0003396726,0.1465639],"category_scores_gemma":[0.02552937,0.000273001,0.00008885741,0.0004366698,0.0002916433,0.00003062485,0.001481873,0.0006132515,0.01316644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460487,"about_ca_system_score_gemma":0.000007031237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003497397,"about_ca_topic_score_gemma":6.160503e-7,"domain_scores_codex":[0.9965332,0.001645419,0.0004086607,0.0006166271,0.0003234683,0.0004726474],"domain_scores_gemma":[0.9976102,0.0007797216,0.0002355124,0.0009149438,0.0002976723,0.0001620242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009808236,0.00004977144,1.605201e-7,0.0002042924,0.0000717806,0.000009728043,0.00005192286,2.089822e-7,0.00002251557,0.2466902,0.6843519,0.06853773],"study_design_scores_gemma":[0.0002233363,0.00007096028,0.000009456066,0.0001584842,0.00005315739,0.00002843121,0.00003476435,0.00004729129,0.00001819497,0.07946578,0.9196695,0.0002206383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001184596,0.0001322343,0.1964108,0.000393464,0.0002593723,0.0004404859,0.0006508111,0.001621381,0.8000903],"genre_scores_gemma":[0.00006061481,0.0002791833,0.1767529,0.000377315,0.0005722843,1.06933e-7,0.001082913,0.01474315,0.8061316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2353176,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.161443448017682,"score_gpt":0.4019412153904942,"score_spread":0.2404977673728122,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}