{"id":"W4232321762","doi":"10.7202/019470ar","title":"Présentation","year":2008,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"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":[0.002382983,0.0007776294,0.0006109375,0.001385353,0.003722062,0.008499823,0.001860405,0.004283668,0.4502721],"category_scores_gemma":[0.009347391,0.0003207753,0.0007714704,0.001374065,0.001223027,0.004658118,0.005423079,0.004012869,0.228839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003549563,"about_ca_system_score_gemma":0.006097492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004238467,"about_ca_topic_score_gemma":0.004744625,"domain_scores_codex":[0.997463,0.0004762333,0.0001412599,0.0004927297,0.001024712,0.0004019802],"domain_scores_gemma":[0.996383,0.0004774043,0.0001502711,0.0004336067,0.001657848,0.0008978372],"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":[0.0000754631,0.00004201188,0.0004308468,0.0002118305,0.000007209957,0.0003403564,0.0005817669,0.00008269478,0.000377707,0.02937378,0.8728383,0.09563803],"study_design_scores_gemma":[0.000004556318,0.00000909198,0.0001940748,0.00009169432,0.000001987979,0.0001492907,0.0002499422,0.00002502288,0.00009990184,0.002176619,0.9969932,0.000004521257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002742065,0.006394434,0.004517663,0.06087465,0.05768182,0.0003294444,0.003180538,0.001007231,0.8632722],"genre_scores_gemma":[0.01402763,0.004071736,0.001719327,0.01277472,0.006529442,0.0002154692,0.002271942,0.0004217045,0.9579681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4502721,"threshold_uncertainty_score":0.7841202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8040686475756921,"score_gpt":0.6502538658327911,"score_spread":0.153814781742901,"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."}}