{"id":"W4290458022","doi":"10.4000/eccs.5472","title":"Avant-propos","year":2022,"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":"Geology","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":[0.003265593,0.0009014248,0.0006211891,0.003375647,0.005678374,0.01125648,0.001725813,0.002823834,0.1203968],"category_scores_gemma":[0.009625326,0.0004157945,0.0008138271,0.003703991,0.002387601,0.004539694,0.003920951,0.002835718,0.04736521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008617979,"about_ca_system_score_gemma":0.01259687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0577129,"about_ca_topic_score_gemma":0.1158905,"domain_scores_codex":[0.9959209,0.0006672425,0.000190513,0.0008219258,0.001748831,0.0006506201],"domain_scores_gemma":[0.993435,0.001036333,0.0002413774,0.0008005004,0.003424918,0.001061882],"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":[0.0001605288,0.00008047052,0.004762658,0.0007736107,0.00004603451,0.0007205348,0.007125134,0.0003037065,0.001670715,0.2724263,0.4962764,0.2156538],"study_design_scores_gemma":[0.000002711384,0.000006304565,0.0004829275,0.0001338428,0.000005667546,0.0001046027,0.0007638925,0.00003507171,0.0001606342,0.001985847,0.9963114,0.000007089076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01401688,0.04119964,0.01023893,0.05014637,0.02621565,0.0002058763,0.003161706,0.0007189777,0.8540961],"genre_scores_gemma":[0.05597629,0.019952,0.006857795,0.01162475,0.003427616,0.0001536344,0.002760394,0.0006428024,0.8986048],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9422871,"threshold_uncertainty_score":0.4027675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06340322536277675,"score_gpt":0.2621136160106596,"score_spread":0.1987103906478828,"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."}}