{"id":"W4366495819","doi":"10.33137/ic.v6i.40972","title":"Contents","year":2023,"lang":"en","type":"paratext","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001536658,0.0006438117,0.0007372629,0.001038294,0.0001588319,0.0001999925,0.000923062,0.0006530026,0.0303906],"category_scores_gemma":[0.0001476276,0.0007547649,0.0002889739,0.001015986,0.0001648346,0.0001134778,0.00007594566,0.0006278613,0.9431142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188334,"about_ca_system_score_gemma":0.001288374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3327018,"about_ca_topic_score_gemma":0.5849679,"domain_scores_codex":[0.9966117,0.00008904514,0.0004762936,0.000865058,0.0005998821,0.001357979],"domain_scores_gemma":[0.9971172,0.00006051379,0.0002584767,0.001095397,0.0001701432,0.001298313],"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":[0.000005328023,0.000007221613,0.00001223513,0.00006788393,0.000253975,0.00055515,0.00006449312,0.0000149772,0.00002525241,0.0001315284,0.9981487,0.0007132185],"study_design_scores_gemma":[0.0003029634,0.00002493582,0.0003041608,0.0002410788,0.0000695373,0.00001549775,0.0000644008,0.00001962991,0.00002303289,0.0000402151,0.9980937,0.0008008198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003906084,0.001993672,0.000001285022,0.0006498085,0.01417016,0.0006430553,0.04070527,0.0002812342,0.9411649],"genre_scores_gemma":[0.006140095,0.00003955117,0.00001498195,0.0009152496,0.00129284,0.0001038218,0.005829763,0.000884711,0.984779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9127236,"threshold_uncertainty_score":0.9994903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772466678748832,"score_gpt":0.2829406199635504,"score_spread":0.2352159531760621,"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."}}