{"id":"W2032878965","doi":"10.7202/706457ar","title":"Entraide et service social des groupes","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Policies and Family","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Sociology; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.001075255,0.0005441924,0.0006470649,0.00007930204,0.004499098,0.0003891381,0.0009452893,0.001013968,0.001691543],"category_scores_gemma":[0.0000653592,0.000672574,0.0004673999,0.002329145,0.0011041,0.001164232,0.0002925394,0.0007496571,0.002469296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874917,"about_ca_system_score_gemma":0.0006397342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08027562,"about_ca_topic_score_gemma":0.20992,"domain_scores_codex":[0.9949658,0.000947462,0.0006335629,0.0005929928,0.001034216,0.001825989],"domain_scores_gemma":[0.9982412,0.0002380188,0.0003371106,0.0001811612,0.0006417466,0.0003607924],"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":[0.00004837405,0.0004067634,0.0004303475,0.0002330328,0.000195908,0.00000688624,0.5770296,0.00001555261,0.0002134168,0.2725255,0.04195152,0.1069431],"study_design_scores_gemma":[0.001008732,0.00004180626,0.03906747,0.00005992196,0.0002372988,0.00000253055,0.08862752,0.0001035669,0.00002229976,0.03158537,0.8384044,0.0008391343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.439175,0.003864922,0.00003210862,0.4252107,0.002646947,0.0004197958,0.0002363867,0.0003146285,0.1280995],"genre_scores_gemma":[0.7426711,0.002086548,0.0007577567,0.1970773,0.04328808,0.00006051751,0.00008137469,0.0001654983,0.0138118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7964528,"threshold_uncertainty_score":0.9995726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876759522946214,"score_gpt":0.3350549520903504,"score_spread":0.2862873568608882,"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."}}