{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108493,0.0009998445,0.0006230002,0.002497143,0.00160957,0.004001101,0.001188226,0.001221302,0.8422205],"category_scores_gemma":[0.004458891,0.000563529,0.0005725076,0.001756964,0.0005922859,0.003192718,0.003474979,0.001291317,0.7469015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133813,"about_ca_system_score_gemma":0.001663705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005107486,"about_ca_topic_score_gemma":0.01254571,"domain_scores_codex":[0.9989039,0.0001161519,0.00003825545,0.000200026,0.0005957259,0.0001459154],"domain_scores_gemma":[0.9979482,0.0003349047,0.0001115083,0.0002784565,0.0007838465,0.0005431467],"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":[0.00005800062,0.00002727221,0.0003895335,0.00008025448,0.000002947484,0.00005713708,0.00007743846,0.00003427174,0.0001641992,0.003343988,0.939323,0.05644187],"study_design_scores_gemma":[0.00001135588,0.00001432747,0.0008339389,0.00004573293,0.000001923213,0.0000915928,0.00006494128,0.00007319867,0.0001945239,0.001036538,0.9976243,0.00000767219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001242761,0.0002434383,0.002230047,0.001183818,0.0006234248,0.000142331,0.01942554,0.005732485,0.9691761],"genre_scores_gemma":[0.00368696,0.0002225855,0.001205211,0.0004506164,0.0001418675,0.00009026994,0.008607509,0.002798272,0.9827967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1577795,"threshold_uncertainty_score":0,"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."}}