{"id":"W2157116228","doi":"10.7202/706392ar","title":"Service social auprès des gais et intervention de groupe","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Psychology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":["insufficient_payload"],"category_scores_codex":[0.002181226,0.0003961141,0.0004514501,0.00005436551,0.003143863,0.0004242233,0.001048143,0.0007253467,0.002474817],"category_scores_gemma":[0.0001010513,0.0004784531,0.0004747926,0.00254398,0.0008434122,0.001790171,0.0002662109,0.0005957888,0.001058626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461299,"about_ca_system_score_gemma":0.0007060905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2629404,"about_ca_topic_score_gemma":0.6874495,"domain_scores_codex":[0.9951911,0.001039736,0.0005686488,0.0006140322,0.001099311,0.001487182],"domain_scores_gemma":[0.9983624,0.0001387129,0.000507578,0.0001489964,0.0005376044,0.0003046969],"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":[0.0000692943,0.000689491,0.002516847,0.0003109876,0.0001190036,0.000009038677,0.4858543,0.00003507702,0.0001527034,0.2397269,0.0269224,0.2435941],"study_design_scores_gemma":[0.001574746,0.0001097217,0.1613007,0.0002586357,0.0002392814,0.000005296844,0.1353228,0.000707478,0.00005920835,0.06403683,0.6352785,0.001106846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6750612,0.002519289,0.000302682,0.2847863,0.002143012,0.0003072062,0.0001199975,0.0001810038,0.0345794],"genre_scores_gemma":[0.9540287,0.0005603532,0.001026658,0.02316958,0.01260598,0.00004399419,0.00002544679,0.00005842644,0.008480848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6083561,"threshold_uncertainty_score":0.9997667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05393232386775898,"score_gpt":0.3569899978247536,"score_spread":0.3030576739569946,"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."}}