{"id":"W4402215461","doi":"10.7202/1112179ar","title":"Résilience et facteurs de protection externes des familles immigrantes en région ressource du Québec","year":2023,"lang":"fr","type":"article","venue":"Travail social.","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002049343,0.0002976726,0.0003381326,0.00007380464,0.002314188,0.0002590979,0.0006488648,0.0003766906,0.0002340595],"category_scores_gemma":[0.0007362585,0.0003095825,0.0002688109,0.001881791,0.003038962,0.0006697333,0.00009621451,0.0003691789,0.0005895576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007682374,"about_ca_system_score_gemma":0.0008355938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7678384,"about_ca_topic_score_gemma":0.563008,"domain_scores_codex":[0.9960774,0.001074363,0.0003628047,0.0005593463,0.0008560379,0.00107007],"domain_scores_gemma":[0.9988331,0.0003840226,0.000297823,0.0001413514,0.0001364978,0.0002072191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003853027,0.0001483236,0.05529861,0.00009820634,0.00004287501,0.00002300874,0.547376,0.00008972931,0.001632956,0.01659151,0.02492392,0.3537363],"study_design_scores_gemma":[0.0002688662,0.0001075368,0.6990228,0.000149777,0.00004357692,0.00000386686,0.09192588,0.0004539661,0.0001621965,0.006405781,0.200992,0.000463744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399354,0.004028539,0.0007306061,0.04840083,0.001060155,0.0004396408,0.0000411869,0.0003754511,0.004988187],"genre_scores_gemma":[0.9377816,0.005698545,0.00006668396,0.0003492529,0.001273008,0.00009215614,0.000003114833,0.00003461111,0.05470097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6437241,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661152730791029,"score_gpt":0.3004990847645741,"score_spread":0.2638875574566638,"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."}}