{"id":"W4235458027","doi":"10.5325/shaw.41.2.0527","title":"Notices","year":2021,"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":"Icon; Citation; Publishing; Library science; Download; Style (visual arts); History; World Wide Web; Art; Computer science; Literature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028503,0.00002992177,0.0000860697,0.00001356184,0.00001652711,0.00001904737,0.00001500841,0.00002310014,0.001420259],"category_scores_gemma":[0.00003764046,0.00002253902,0.00005548411,0.0000994836,0.000008576762,0.00002539407,0.000009847579,0.00005172732,0.0001309275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004065686,"about_ca_system_score_gemma":0.00002592078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002661674,"about_ca_topic_score_gemma":0.000004334966,"domain_scores_codex":[0.9997051,0.000007015445,0.00005773446,0.00008297075,0.00008130105,0.0000659061],"domain_scores_gemma":[0.9997402,0.00001100601,0.000006570633,0.0001307983,0.0000701223,0.00004128483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001487361,0.001708043,0.1296307,0.0008878483,0.001478968,0.01089045,0.005380352,0.00001005002,0.18031,0.2938129,0.2825049,0.09323712],"study_design_scores_gemma":[0.0006701088,0.00005808668,0.02361709,0.0001159146,0.0003743346,0.0000957812,0.000450635,0.000182028,0.03135552,0.001213303,0.9417504,0.0001167694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4199265,0.006499134,0.0001132631,0.01490973,0.0002313757,0.00004829713,0.000005264719,0.00005475593,0.5582116],"genre_scores_gemma":[0.9745454,0.00001334275,0.0006499778,0.004651438,0.0002055052,0.00000102192,0.00002469387,0.000003711028,0.01990487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6592456,"threshold_uncertainty_score":0.9994926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055805647550838,"score_gpt":0.2837185747906091,"score_spread":0.2731605183151007,"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."}}