{"id":"W4232495017","doi":"10.5325/shaw.39.2.0378","title":"International Shaw Society","year":2019,"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":"Citation; Download; Icon; Library science; Enthusiasm; World Wide Web; Political science; Media studies; Sociology; Computer science; Psychology","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":[0.00006444463,0.00005106634,0.0001067425,0.00001920467,0.00001402466,0.000024745,0.00005853354,0.00004511909,0.004949063],"category_scores_gemma":[0.00000915018,0.00003852995,0.0001605603,0.00006468222,0.00001253492,0.00005856566,0.00002320183,0.00009834109,0.0006305528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001911115,"about_ca_system_score_gemma":0.00001638952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005953862,"about_ca_topic_score_gemma":5.121745e-7,"domain_scores_codex":[0.9995203,0.000004081352,0.00009019174,0.0001251842,0.0001700414,0.0000902223],"domain_scores_gemma":[0.9997151,0.00001156179,0.00001533924,0.000150449,0.00006496772,0.00004262193],"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":[0.0001376346,0.0005513512,0.3132019,0.0002151249,0.001494596,0.00007921271,0.004054721,0.00000667109,0.05406959,0.08717348,0.5183264,0.02068929],"study_design_scores_gemma":[0.0007524084,0.00004996354,0.01184266,0.0000607658,0.00007240706,0.00001949811,0.0002318387,0.000976606,0.0008024452,0.0003877456,0.9847229,0.00008074305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3118744,0.0004217858,0.0001315263,0.009726278,0.0006471375,0.000133031,0.00001372523,0.00005933409,0.6769928],"genre_scores_gemma":[0.9553707,0.00002904859,0.0007958834,0.005617948,0.0003768284,0.000002381597,0.00007051552,0.000007226115,0.03772948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6434963,"threshold_uncertainty_score":0.9959605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00553769422180112,"score_gpt":0.2663827502048727,"score_spread":0.2608450559830716,"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."}}