{"id":"W4211046630","doi":"10.7202/ref","title":"Reflets: Revue d’intervention sociale et communautaire","year":2012,"lang":"fr","type":"paratext","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01141168,0.002214977,0.003563736,0.0004842759,0.005617463,0.001680996,0.005196323,0.003727853,0.01578025],"category_scores_gemma":[0.001441274,0.002671039,0.005720125,0.002979801,0.003872898,0.004027728,0.002333486,0.005504417,0.01006923],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005194325,"about_ca_system_score_gemma":0.001368401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05829457,"about_ca_topic_score_gemma":0.1339236,"domain_scores_codex":[0.9755023,0.01192831,0.004354161,0.002197614,0.002572885,0.003444765],"domain_scores_gemma":[0.9865807,0.0014892,0.006825747,0.002497754,0.00153496,0.001071685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002852043,0.005080223,0.002591849,0.004163599,0.001349425,0.0001028995,0.07526501,0.00008961256,0.00009959996,0.2412656,0.3025957,0.3671113],"study_design_scores_gemma":[0.002546231,0.0006300878,0.009835107,0.01125175,0.0006825857,0.00006001034,0.02429748,0.0001175092,0.00002893058,0.009518561,0.938304,0.002727761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1091511,0.05197797,0.002565049,0.1963977,0.05215055,0.005910079,0.003331722,0.001316507,0.5771993],"genre_scores_gemma":[0.4935284,0.01003762,0.0005133339,0.002132211,0.005479055,0.0004650251,0.00168659,0.0003436614,0.4858141],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6357083,"threshold_uncertainty_score":0.9993554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06811567604882679,"score_gpt":0.3924457631213288,"score_spread":0.324330087072502,"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."}}