{"id":"W2892658200","doi":"","title":"Pratiques informationnelles des immigrants récents en recherche d'insertion professionnelle au Québec","year":2018,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01261553,0.0005093621,0.0003726575,0.0002836736,0.004850278,0.001379943,0.001066666,0.001740715,0.0001681245],"category_scores_gemma":[0.02800236,0.000507758,0.0003424461,0.002654255,0.01067531,0.006489617,0.0002623653,0.001443326,0.0004870719],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01892998,"about_ca_system_score_gemma":0.04563001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1007401,"about_ca_topic_score_gemma":0.126019,"domain_scores_codex":[0.9903463,0.004323645,0.0009607841,0.0008816574,0.00244008,0.00104751],"domain_scores_gemma":[0.9923479,0.00395141,0.0006140756,0.0003133546,0.002147946,0.0006253095],"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":[0.0003318618,0.001674051,0.04808287,0.0004070396,0.000268299,0.00005873701,0.1691294,0.001394849,0.004188727,0.6480219,0.04112763,0.0853147],"study_design_scores_gemma":[0.001383854,0.000250239,0.1503395,0.002921594,0.0000975917,0.0002204729,0.02148023,0.004564957,0.008322585,0.1079167,0.7008628,0.0016395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5074169,0.001813334,0.01318462,0.01157522,0.00546004,0.0009346139,0.0001553531,0.0002454802,0.4592144],"genre_scores_gemma":[0.8345699,0.0005401158,0.01097937,0.0004473075,0.00226143,0.0001143788,0.00004532918,0.000027785,0.1510144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597352,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1425513562439439,"score_gpt":0.3891279902233615,"score_spread":0.2465766339794176,"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."}}