{"id":"W3211747795","doi":"10.7202/1078392ar","title":"L’ÉTUDE DE TRAJECTOIRES D’IMPLANTATION DE BAROMÈTRE, UN OUTIL NUMÉRIQUE VISANT À ACTUALISER L’APPROCHE DE PERSONNALISATION DES SERVICES SOCIAUX","year":2021,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001998194,0.0003507741,0.0005849674,0.0000448223,0.002941611,0.000357069,0.0005915419,0.0005512587,0.001874797],"category_scores_gemma":[0.0004722128,0.0004084319,0.0004230411,0.002619484,0.0007726519,0.0004724466,0.00003706601,0.0004364372,0.00009185264],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675091,"about_ca_system_score_gemma":0.006472984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3703535,"about_ca_topic_score_gemma":0.8290867,"domain_scores_codex":[0.9952329,0.001545525,0.0004772401,0.0005303817,0.00057709,0.001636865],"domain_scores_gemma":[0.9979024,0.0002289675,0.0003723268,0.0001699,0.0003016357,0.001024753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001237178,0.0001035419,0.04512023,0.003387849,0.0002226329,0.000219014,0.4955045,0.00001262846,0.0000853848,0.03528432,0.05270984,0.3673377],"study_design_scores_gemma":[0.0003441632,0.00003038794,0.1562443,0.005666465,0.0003843321,0.00003850435,0.1370317,0.00003477026,0.00007874566,0.01659815,0.6825526,0.0009959053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3512797,0.4729111,0.0004836709,0.1403819,0.001277732,0.0009467546,0.0003637976,0.0001118982,0.03224337],"genre_scores_gemma":[0.7587762,0.2109564,0.001581387,0.01934538,0.002773085,0.0001266306,0.00009013158,0.00006101497,0.006289707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6298427,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767269315423977,"score_gpt":0.3173283396211678,"score_spread":0.269655646466928,"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."}}