{"id":"W4233440332","doi":"10.4000/eccs.331","title":"Avant-propos","year":2012,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002287269,0.001056239,0.0006721658,0.002066637,0.006004256,0.01067298,0.00161754,0.002791949,0.1062844],"category_scores_gemma":[0.008838299,0.0004103252,0.0008931294,0.002106297,0.002608737,0.005747665,0.00319098,0.003742066,0.04663611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008743016,"about_ca_system_score_gemma":0.007971495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03981389,"about_ca_topic_score_gemma":0.07642579,"domain_scores_codex":[0.9964818,0.0007595866,0.0001651242,0.0008206912,0.00134133,0.0004314798],"domain_scores_gemma":[0.9962026,0.0006384323,0.0001514113,0.0004953679,0.002024552,0.0004876298],"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":[0.0001081333,0.0000401505,0.001309618,0.0005355065,0.00003574508,0.0005829334,0.005748531,0.0002981677,0.0009823984,0.3004505,0.5724302,0.1174782],"study_design_scores_gemma":[0.000002358987,0.000004724046,0.0001543373,0.0001156563,0.000005058798,0.0001010249,0.0005491805,0.0000363461,0.0001348117,0.00388352,0.9950059,0.000007096835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006109682,0.04131518,0.01430212,0.06385936,0.05005593,0.0001906435,0.001647944,0.0009227874,0.8215963],"genre_scores_gemma":[0.05315227,0.017976,0.009020919,0.01639327,0.00635802,0.0001441499,0.001656991,0.0008005941,0.8944976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8937156,"threshold_uncertainty_score":0.3555567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08066482522837039,"score_gpt":0.2794250335591489,"score_spread":0.1987602083307786,"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."}}