{"id":"W4244367734","doi":"10.4000/eccs.834","title":"Avant-Propos","year":2017,"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":[0.003079921,0.0008337708,0.0006304285,0.002395687,0.008370125,0.01143739,0.001650177,0.003033213,0.08775163],"category_scores_gemma":[0.01022965,0.0003245315,0.0007361808,0.002995047,0.003329835,0.004198891,0.0030497,0.003553419,0.02649256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02052362,"about_ca_system_score_gemma":0.02536114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2855228,"about_ca_topic_score_gemma":0.4567514,"domain_scores_codex":[0.9955488,0.0006978819,0.0001524979,0.00080602,0.002038235,0.0007566237],"domain_scores_gemma":[0.9930918,0.0007930218,0.0002065321,0.0005749221,0.004149379,0.001184209],"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":[0.00008263296,0.00002736979,0.002275553,0.0003443013,0.00002533156,0.0004103668,0.005227116,0.0001431768,0.0005981884,0.2122357,0.694393,0.0842372],"study_design_scores_gemma":[0.000002628447,0.000003465489,0.0003762997,0.0001254904,0.000005269867,0.00007819793,0.0007697109,0.00002724771,0.0001023299,0.002363369,0.9961376,0.000008394491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.007825603,0.04925043,0.005515091,0.1338725,0.04370949,0.0001675654,0.002498203,0.0005782674,0.7565829],"genre_scores_gemma":[0.06422481,0.0213271,0.004146473,0.03124299,0.00585209,0.0001035452,0.001645093,0.0004706409,0.8709874],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7144772,"threshold_uncertainty_score":0.5677218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09686187859616255,"score_gpt":0.3005823739970289,"score_spread":0.2037204954008664,"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."}}