{"id":"W4399821870","doi":"10.1515/9782760524941-001","title":"Introduction","year":2010,"lang":"fr","type":"book-chapter","venue":"Presses de l'Université du Québec eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.0008975681,0.000844448,0.000593304,0.00177013,0.002216897,0.004531988,0.001678628,0.001830699,0.5423427],"category_scores_gemma":[0.002558256,0.0003565312,0.000633368,0.001663725,0.0008551886,0.002506468,0.001932476,0.00178242,0.3729751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004184385,"about_ca_system_score_gemma":0.006764377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04509032,"about_ca_topic_score_gemma":0.0574933,"domain_scores_codex":[0.9992417,0.00007508573,0.00002499326,0.0001582119,0.0003791726,0.0001207887],"domain_scores_gemma":[0.9988142,0.00011418,0.00003141053,0.0001441819,0.0006775981,0.0002184096],"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":[0.00002066842,0.00002475484,0.0001040952,0.0001268124,0.000001853277,0.00003158246,0.0001354649,0.00007576637,0.0001732013,0.02885976,0.8733224,0.09712371],"study_design_scores_gemma":[0.00000151655,0.00000293854,0.00008126545,0.00005526189,6.99969e-7,0.00001436168,0.00003148875,0.000007998704,0.00002610731,0.001354583,0.9984219,0.000001830428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000296698,0.003093612,0.001904096,0.00355882,0.004674901,0.0001470253,0.002114713,0.0005662924,0.9836438],"genre_scores_gemma":[0.001150249,0.001547474,0.0007756413,0.001140442,0.0005795091,0.00005825248,0.001189686,0.0001704076,0.9933883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4576573,"threshold_uncertainty_score":0.6527926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008004564930124906,"score_gpt":0.1722443696445098,"score_spread":0.1642398047143849,"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."}}