{"id":"W4361250332","doi":"10.33137/ic.v10i.40716","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Decadence, Literature, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.001858971,0.000638981,0.0004348358,0.001180816,0.002872193,0.005905168,0.001760022,0.002765575,0.357428],"category_scores_gemma":[0.00719246,0.000233512,0.0004292308,0.00150269,0.001547779,0.003437903,0.003199723,0.002297695,0.1927331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343037,"about_ca_system_score_gemma":0.005248029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363351,"about_ca_topic_score_gemma":0.008048173,"domain_scores_codex":[0.9976723,0.0003959919,0.0001033682,0.0006141971,0.0008220393,0.0003921242],"domain_scores_gemma":[0.9974948,0.0003985209,0.0001602426,0.0002820633,0.001184965,0.0004794275],"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":[0.00006199999,0.00004497516,0.001505421,0.0003534431,0.000006066212,0.0001934491,0.002050787,0.00008127725,0.0002380781,0.1378505,0.7268804,0.1307337],"study_design_scores_gemma":[0.000002111609,0.000008982299,0.0005261726,0.0001761947,0.000001261619,0.00008188072,0.000361909,0.00001314282,0.00003951367,0.003959659,0.9948254,0.000003760447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003152482,0.005630335,0.003553935,0.0205934,0.006461047,0.0002355023,0.005037097,0.0004970995,0.9548391],"genre_scores_gemma":[0.03766756,0.00651805,0.003322941,0.01251659,0.002695682,0.0003521882,0.00568206,0.0003786218,0.9308662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.642572,"threshold_uncertainty_score":0.9165511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465903596511712,"score_gpt":0.2819440091041605,"score_spread":0.2672849731390434,"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."}}