{"id":"W2036854201","doi":"10.3406/oss.2009.1331","title":"Promesses et défis entourant l’exploitation des données administratives en protection de la jeunesse au Québec","year":2009,"lang":"en","type":"article","venue":"Santé Société et Solidarité","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Intervention (counseling); Public administration; Library science; Nursing; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002291012,0.0001798212,0.0002178495,0.00004445963,0.001237498,0.0003615482,0.0003080792,0.0002028445,0.0001157046],"category_scores_gemma":[0.001485531,0.0001659122,0.0001239265,0.0003944997,0.000727794,0.0009101764,0.00002556094,0.0002635818,0.00001226795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000693622,"about_ca_system_score_gemma":0.002581678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1515911,"about_ca_topic_score_gemma":0.349382,"domain_scores_codex":[0.9971619,0.001212833,0.0002389169,0.0003164638,0.0005528392,0.0005171003],"domain_scores_gemma":[0.9988095,0.0005703535,0.0002156561,0.000119304,0.0001258788,0.000159318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005688751,0.0003350307,0.01682605,0.0000388445,0.00002971924,0.00001335769,0.8351756,0.0000154123,0.001992119,0.07724251,0.0005411567,0.06773327],"study_design_scores_gemma":[0.0006159412,0.0003670084,0.4534585,0.0001575325,0.00004035375,0.000007677379,0.3724943,0.00004911558,0.001723607,0.1044974,0.06603111,0.0005574995],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091368,0.0004073803,0.001407105,0.021427,0.0002018707,0.0005350981,0.00001350311,0.0002076944,0.06666359],"genre_scores_gemma":[0.9967875,0.0006512386,0.0006639996,0.000425375,0.0003637942,0.00008759992,0.00000265532,0.000011997,0.001005794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626813,"threshold_uncertainty_score":0.9517956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297719096101392,"score_gpt":0.3855469432253963,"score_spread":0.3425697522643824,"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."}}