{"id":"W2910639491","doi":"10.3917/inso.143.0104","title":"En écho... - Trois questions relatives à l'intervention sociale communautaire","year":2007,"lang":"fr","type":"article","venue":"Informations sociales","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003077212,0.0002475986,0.0003057547,0.0001359059,0.003921662,0.0002862679,0.0005822889,0.000508062,0.000795882],"category_scores_gemma":[0.0009743993,0.0002873987,0.0004255103,0.001554766,0.002858494,0.003317552,0.0001173923,0.0005148556,0.0007794093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441596,"about_ca_system_score_gemma":0.000961948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06107572,"about_ca_topic_score_gemma":0.1347005,"domain_scores_codex":[0.9968384,0.0004798977,0.0008873894,0.0002014524,0.0007838369,0.0008090537],"domain_scores_gemma":[0.9976334,0.0008747507,0.0007075946,0.0002078291,0.0003522976,0.0002241237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007122648,0.0001727598,0.005187827,0.00003155543,0.00005431,0.000001768218,0.1563984,0.00004468294,0.000004043766,0.6902943,0.01904782,0.1287554],"study_design_scores_gemma":[0.0004310465,0.00006945853,0.1199245,0.0002248388,0.00007554868,0.000002750255,0.1729676,0.0001945518,0.00001032959,0.05954225,0.6461245,0.0004326778],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3080561,0.009733492,0.03167659,0.1092264,0.009846833,0.001294926,0.000464766,0.0005730106,0.5291279],"genre_scores_gemma":[0.9428972,0.001199979,0.00131617,0.000377307,0.001512273,0.0000258635,0.00004169314,0.00001848828,0.052611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6348411,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04864585962661584,"score_gpt":0.3710312233028226,"score_spread":0.3223853636762068,"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."}}