{"id":"W4239303133","doi":"10.7202/019399ar","title":"Introduction","year":2008,"lang":"fr","type":"article","venue":"Voix et Images","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007571003,0.0009681295,0.0003428452,0.001577294,0.0009869519,0.003313545,0.001170972,0.001750041,0.4757455],"category_scores_gemma":[0.002447809,0.0002343243,0.0005952771,0.0007698393,0.0005466348,0.00184761,0.00161057,0.001522238,0.3342695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008026711,"about_ca_system_score_gemma":0.001278126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00201642,"about_ca_topic_score_gemma":0.00207912,"domain_scores_codex":[0.999451,0.000070318,0.00002146055,0.0001552628,0.0002355577,0.00006642163],"domain_scores_gemma":[0.9992065,0.0001065774,0.00003807366,0.0001215812,0.0003611905,0.000166164],"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":[0.0001062228,0.00006034012,0.0006248687,0.0002371099,0.000007143981,0.000216883,0.0001414585,0.0001249024,0.001958448,0.02693837,0.5812187,0.3883655],"study_design_scores_gemma":[0.000005062897,0.00001185503,0.0002698891,0.00008683598,0.000002530403,0.0003022624,0.00003990257,0.00004525945,0.0004419751,0.002184649,0.9966046,0.000005171678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002801725,0.005405798,0.01999654,0.009835918,0.01421294,0.0003272436,0.004769405,0.003309691,0.9393408],"genre_scores_gemma":[0.01136971,0.003941622,0.01030534,0.004308216,0.003863899,0.000218473,0.004529004,0.001052263,0.9604115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4757455,"threshold_uncertainty_score":0.7477853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194255536087816,"score_gpt":0.2695105717313314,"score_spread":0.2500850181225498,"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."}}