{"id":"W4244883310","doi":"10.4000/crm.14000","title":"Introduction","year":2016,"lang":"fr","type":"article","venue":"Cahiers de recherches médiévales et humanistes","topic":"Philosophy, History, and Historiography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Central European University; University of Toronto","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001943296,0.0005826443,0.000559471,0.0005027193,0.001240382,0.0002945247,0.0004840869,0.0007627502,0.00291781],"category_scores_gemma":[0.0004968906,0.0005166834,0.000605749,0.0001481074,0.006105243,0.0006965321,0.00005065303,0.0009665546,0.001060372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709827,"about_ca_system_score_gemma":0.0004638694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003753947,"about_ca_topic_score_gemma":0.0004277973,"domain_scores_codex":[0.9962363,0.001181775,0.0005859351,0.0008032573,0.0003318368,0.0008609529],"domain_scores_gemma":[0.9974704,0.0008691628,0.0003064894,0.0007407268,0.0002809164,0.0003323487],"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":[0.00006844767,0.0002238712,0.00004486413,0.000288481,0.000197614,0.00002276559,0.02368248,6.766285e-7,0.001809396,0.8061251,0.1553965,0.0121398],"study_design_scores_gemma":[0.0005229558,0.0002962225,0.0001336245,0.000294053,0.0002528274,0.00004015612,0.001297971,0.000001886142,0.0005211585,0.09371446,0.9022338,0.0006908651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01261998,0.08943381,0.000724962,0.05481614,0.0115812,0.0004429005,0.0003077952,0.0005244183,0.8295488],"genre_scores_gemma":[0.08226781,0.01481039,0.001304405,0.001311612,0.01756186,0.00008555264,0.00004070133,0.0002011262,0.8824165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7468373,"threshold_uncertainty_score":0.9997285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680628747425492,"score_gpt":0.2753705638830368,"score_spread":0.2073076891404876,"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."}}