{"id":"W7005389505","doi":"","title":"Reacting To The Athletic's 2022 NHL U23 Prospect Pipeline Rankings","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Odds; Pipeline (software); Value (mathematics); Bar (unit)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005877352,0.0003917208,0.000620968,0.0001218055,0.0001641549,0.00005525933,0.0003531764,0.0002349495,0.6111024],"category_scores_gemma":[0.0003927467,0.0003033949,0.0002487297,0.00002674689,0.00006803198,1.680412e-7,0.0002247306,0.000634911,0.008431424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127224,"about_ca_system_score_gemma":0.00005994529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021315,"about_ca_topic_score_gemma":0.0007232719,"domain_scores_codex":[0.9976249,0.00008721546,0.0007843024,0.0003020484,0.0007904468,0.0004110795],"domain_scores_gemma":[0.998286,0.0001222215,0.0005846205,0.0006934466,0.0001383543,0.0001753323],"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":[0.0001999518,0.0000527397,0.00001359522,0.0004136132,0.00007816616,0.00007994278,0.0004005478,0.00004389947,0.000001963499,0.00001873428,0.9937738,0.00492305],"study_design_scores_gemma":[0.0008482386,0.0002575861,0.00003915519,0.0003254385,0.0001394025,0.0004780869,0.0002689392,0.00002582779,0.00001220555,0.000002928561,0.9972935,0.0003086745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001412859,0.0006143472,7.228826e-7,0.003395226,0.0004476889,0.001311123,0.0001143143,0.0002563366,0.993719],"genre_scores_gemma":[0.001433224,0.0001708812,0.0007001251,0.002986895,0.0006018129,0.00008624273,0.0002797211,0.0002083374,0.9935328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.602671,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005897046129470485,"score_gpt":0.2007798522574328,"score_spread":0.1948828061279623,"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."}}