{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111427,0.0007912175,0.0005453413,0.001443141,0.003583195,0.00744716,0.002275373,0.00339678,0.4322091],"category_scores_gemma":[0.006888894,0.0003298457,0.0006585223,0.001736755,0.001766582,0.004268005,0.00428221,0.002858936,0.2287614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324481,"about_ca_system_score_gemma":0.00557213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033382,"about_ca_topic_score_gemma":0.007380969,"domain_scores_codex":[0.9974635,0.0004120849,0.0001248476,0.0006585892,0.0009853101,0.0003557133],"domain_scores_gemma":[0.997179,0.0004591408,0.0001492323,0.0004367731,0.001250444,0.000525411],"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":[0.0001282903,0.0000825412,0.001470099,0.0004617035,0.00001153971,0.0003247472,0.002205642,0.0001674391,0.0006593495,0.1353526,0.6755159,0.1836201],"study_design_scores_gemma":[0.000003949877,0.00001251148,0.0004846544,0.000147476,0.000002266896,0.00009793645,0.000426069,0.00002755074,0.00009884134,0.004969186,0.9937236,0.000005947126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003266846,0.003954864,0.006222791,0.01821815,0.006509461,0.000282709,0.004741665,0.0009670044,0.9558367],"genre_scores_gemma":[0.03029959,0.004111548,0.005345602,0.00790126,0.001782603,0.000337223,0.005162765,0.0005797391,0.9444796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5677909,"threshold_uncertainty_score":0.8098848,"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."}}