{"id":"W4403861445","doi":"10.5325/shaw.44.2.0441","title":"NOTICES","year":2024,"lang":"en","type":"article","venue":"Shaw","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.002527436,0.001142497,0.0009087546,0.003283362,0.003985693,0.007815182,0.001979411,0.004569691,0.8296767],"category_scores_gemma":[0.009784591,0.0007429325,0.001101377,0.002545305,0.0008415282,0.005821278,0.004091853,0.003540717,0.7496502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740876,"about_ca_system_score_gemma":0.004133695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076243,"about_ca_topic_score_gemma":0.01486513,"domain_scores_codex":[0.9963535,0.0003235033,0.0001938214,0.0004106173,0.002223783,0.00049478],"domain_scores_gemma":[0.9932901,0.0007069099,0.0002479915,0.0007975545,0.004051682,0.0009057909],"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":[0.00001993134,0.00001428811,0.00005832286,0.00006368418,0.000001118652,0.00003137135,0.00005365805,0.00001370834,0.0001205112,0.003899453,0.9734417,0.02228227],"study_design_scores_gemma":[0.000002361645,0.000005000499,0.0001207718,0.00002156781,4.406816e-7,0.00001768997,0.00003980388,0.000008000604,0.00003152069,0.0002509022,0.9994985,0.000003399599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002732762,0.0008095154,0.0006666409,0.003731814,0.01013656,0.0002300301,0.004956285,0.00167477,0.9775211],"genre_scores_gemma":[0.0008784101,0.0002066907,0.0001705408,0.001340513,0.0006998396,0.00007040499,0.001441698,0.0004135942,0.9947785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1703233,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009217312820221596,"score_gpt":0.3045073235255693,"score_spread":0.2952900107053477,"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."}}