{"id":"W2054666291","doi":"10.7202/706322ar","title":"L’approche communautaire : un moment pour réfléchir sur l’orientation du service social","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; 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":["insufficient_payload"],"category_scores_codex":[0.001417654,0.000534259,0.0005973853,0.00005869017,0.004952877,0.0003559234,0.001394501,0.0007688903,0.001989458],"category_scores_gemma":[0.00006591845,0.0006257079,0.0003658158,0.003079653,0.0005754948,0.001492634,0.0003585239,0.0006890398,0.001283661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332705,"about_ca_system_score_gemma":0.001196849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06915421,"about_ca_topic_score_gemma":0.1542971,"domain_scores_codex":[0.9944282,0.0008155107,0.0007277014,0.0007683433,0.001770807,0.001489401],"domain_scores_gemma":[0.997582,0.0002001777,0.0007510131,0.0002461141,0.0008876075,0.000333128],"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":[0.0000827336,0.0009805289,0.002695275,0.0001850373,0.0001687456,0.000009158291,0.596354,0.00008655388,0.0001568492,0.1339376,0.06096439,0.2043791],"study_design_scores_gemma":[0.002126457,0.00006858686,0.06376518,0.00008851048,0.0002358325,0.000003561168,0.1629429,0.001715196,0.0000944502,0.0127793,0.7550448,0.001135296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4769702,0.0009488793,0.0001059439,0.4960233,0.002405371,0.0004463563,0.0001188569,0.0001566076,0.02282449],"genre_scores_gemma":[0.9464338,0.0004076153,0.0006413691,0.02384825,0.01742947,0.00007982988,0.00006540422,0.00007173613,0.01102253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6940804,"threshold_uncertainty_score":0.9996194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149092612897265,"score_gpt":0.2934404556238194,"score_spread":0.2619495294948468,"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."}}