{"id":"W6991326084","doi":"","title":"The Green Zone - Hour 2 - Rob Vanstone On The Saskatchewan Roughriders - Friday, May 13th, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Sustainability","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":[0.001209084,0.0005048165,0.0004451537,0.0001077006,0.0007300655,0.0002200115,0.002828576,0.0002959638,0.2347937],"category_scores_gemma":[0.0002438589,0.0003532872,0.0002499626,0.00004572337,0.0002158945,6.641952e-7,0.000740207,0.001417459,0.005862914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739551,"about_ca_system_score_gemma":0.0001652227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04358496,"about_ca_topic_score_gemma":0.01266476,"domain_scores_codex":[0.9961522,0.0006788805,0.0008155728,0.0004424667,0.001309356,0.0006015435],"domain_scores_gemma":[0.9959672,0.0009445439,0.0010698,0.001742927,0.0001240499,0.0001514938],"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":[0.00003414157,0.00002625958,0.000004826397,0.000149799,0.00006872221,0.0000264628,0.0008810501,0.001471756,3.587994e-8,0.00096669,0.9853791,0.01099118],"study_design_scores_gemma":[0.0002674295,0.0002569292,0.00001508184,0.00009810903,0.00002042118,0.00008421244,0.0006808499,0.0005436239,0.000001414471,0.0000560539,0.9975961,0.0003798142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001959624,0.0005011692,0.00001855551,0.01477919,0.0008909781,0.0008438791,0.00009141889,0.0003993862,0.9824558],"genre_scores_gemma":[0.0005849114,0.0002226517,0.001175744,0.00243585,0.000261935,0.00008917367,0.00007259866,0.0001493605,0.9950078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2289308,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006787877848771683,"score_gpt":0.2013091635592918,"score_spread":0.1945212857105201,"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."}}