{"id":"W4253338285","doi":"10.4000/eccs.758","title":"Avant-Propos","year":2016,"lang":"fr","type":"article","venue":"Études canadiennes / Canadian Studies","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003418932,0.001074058,0.0007038701,0.002601754,0.007669793,0.01158989,0.002189847,0.003152642,0.1080007],"category_scores_gemma":[0.01040204,0.0004044981,0.001023786,0.00344117,0.003151893,0.004950405,0.003733089,0.0033447,0.03959475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567159,"about_ca_system_score_gemma":0.02037175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1852906,"about_ca_topic_score_gemma":0.2722378,"domain_scores_codex":[0.9952863,0.000751811,0.0001921747,0.000939619,0.002010122,0.0008199772],"domain_scores_gemma":[0.9933422,0.0007020829,0.0002140005,0.0007418639,0.003992187,0.001007789],"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":[0.0001524835,0.00006314304,0.004330495,0.0006049057,0.00004700898,0.0006759762,0.006595649,0.000427336,0.001175604,0.3105324,0.5069649,0.1684301],"study_design_scores_gemma":[0.000004316531,0.000008151796,0.0005915848,0.0002029241,0.00001005773,0.0001401857,0.001069861,0.00007919794,0.0002207075,0.004740347,0.9929189,0.00001367027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01079949,0.03495219,0.0132904,0.06447089,0.02358198,0.0002750263,0.003312836,0.0008556776,0.8484615],"genre_scores_gemma":[0.0864423,0.02085042,0.01120656,0.0175723,0.003278516,0.0001804286,0.00339476,0.0006666857,0.8564082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1852906,"threshold_uncertainty_score":0.3684242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06309061181581278,"score_gpt":0.2641885850886483,"score_spread":0.2010979732728355,"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."}}