{"id":"W4390676577","doi":"10.7202/1108316ar","title":"Avant-propos","year":2023,"lang":"en","type":"article","venue":"Communitas","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001773089,0.001627757,0.001040839,0.002319941,0.006572162,0.007439554,0.001063916,0.003010205,0.1179816],"category_scores_gemma":[0.006411538,0.0003954924,0.001039253,0.001184666,0.002157671,0.003059173,0.002929745,0.004452869,0.03440939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005003082,"about_ca_system_score_gemma":0.002859221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01819764,"about_ca_topic_score_gemma":0.02330318,"domain_scores_codex":[0.9975,0.0007776946,0.00008392648,0.0006272327,0.0007294646,0.0002816473],"domain_scores_gemma":[0.9980229,0.0006869092,0.00009777304,0.0001934845,0.0007545878,0.0002443817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002161792,0.00009544138,0.003045583,0.0003885726,0.00007559457,0.001903444,0.00577368,0.0004337754,0.001863871,0.5350709,0.3369078,0.1142253],"study_design_scores_gemma":[0.00001111345,0.00001190803,0.0006991216,0.0001471694,0.00001048156,0.0007190317,0.001078557,0.0001234286,0.0005576257,0.00709597,0.9895264,0.00001927835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.02273596,0.04003493,0.0124808,0.09471031,0.0512639,0.0001501484,0.001615481,0.001521314,0.7754872],"genre_scores_gemma":[0.1232707,0.008328163,0.004683042,0.0104957,0.007630558,0.0001701428,0.0005546787,0.0005317384,0.8443351],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1179816,"threshold_uncertainty_score":0.3946879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183642193948298,"score_gpt":0.3277779533546444,"score_spread":0.2094137339598146,"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."}}