{"id":"W7126259756","doi":"10.7202/1122288ar","title":"Qu’est-ce qui définit le travail dans les organismes communautaires ? Revue critique de la littérature sur la professionnalisation d’une intervention militante","year":2025,"lang":"fr","type":"article","venue":"Humain et Organisation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Narrative; Ethnography; Alienation; Identity (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003974009,0.000277911,0.0003145356,0.00008301119,0.001447003,0.0003672758,0.0005063434,0.000686829,0.0003426918],"category_scores_gemma":[0.001253836,0.0003070411,0.0001770724,0.001219159,0.00124309,0.0008743628,0.00008581366,0.0005495801,0.00001717187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007002925,"about_ca_system_score_gemma":0.001403356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0967771,"about_ca_topic_score_gemma":0.1121072,"domain_scores_codex":[0.993334,0.004752853,0.0005546829,0.0004563924,0.0004486716,0.0004534227],"domain_scores_gemma":[0.9978335,0.001170533,0.0003759327,0.0002882535,0.0002242711,0.0001074791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003977758,0.0007148602,0.02358837,0.0003319819,0.00004397097,0.00001117678,0.3522209,0.00004247102,0.007591673,0.5587554,0.01803223,0.03862714],"study_design_scores_gemma":[0.001107942,0.0002334307,0.3650356,0.002080655,0.000119929,0.00001219264,0.4024818,0.0004505622,0.00237754,0.1305905,0.09492037,0.000589448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865926,0.0124765,0.01207484,0.07015125,0.001509853,0.0006922879,0.00008052684,0.0002519237,0.03683686],"genre_scores_gemma":[0.9684833,0.00577016,0.0005207115,0.0005132295,0.0003876501,0.0000398263,0.00005057357,0.00003154027,0.02420304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4281649,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783132192605713,"score_gpt":0.3257705448511787,"score_spread":0.3079392229251216,"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."}}