{"id":"W32951905","doi":"10.4000/interventionseconomiques.616","title":"Work Organization and Social Challenges","year":2007,"lang":"en","type":"article","venue":"Interventions économiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Ethnology; Art; Philosophy; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007498976,0.00004579133,0.00007125009,0.00003476692,0.0004693746,0.00008427598,0.0001117634,0.00006490514,0.000217851],"category_scores_gemma":[0.0001252698,0.00004885787,0.00005686424,0.0001674205,0.0002291003,0.0002270879,0.00003054275,0.00004518205,0.00001921196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000752685,"about_ca_system_score_gemma":0.00003378595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770816,"about_ca_topic_score_gemma":0.02023442,"domain_scores_codex":[0.9994574,0.0000463973,0.0001441445,0.0001250678,0.00006323268,0.00016378],"domain_scores_gemma":[0.9996981,0.00006534738,0.00008423648,0.00003825628,0.00007018811,0.00004385754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000438004,0.0000504669,0.01803195,0.00001356615,0.00001316367,0.000001369751,0.036188,1.288303e-7,0.000006316164,0.7642323,0.002294477,0.1791639],"study_design_scores_gemma":[0.0002418012,0.00005944799,0.5785202,0.0001045431,0.00002225586,0.000001050971,0.05749329,0.000001065693,0.0001305185,0.02761779,0.3354978,0.0003102307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288245,0.001832946,0.002472447,0.01732171,0.0004677499,0.0001498246,0.000002988855,0.0001603498,0.04876744],"genre_scores_gemma":[0.9968507,0.0005865368,0.0002410441,0.00006079256,0.0003696671,0.000002580033,0.000001112526,0.0000046252,0.001882898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7366145,"threshold_uncertainty_score":0.9976438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069633747253759,"score_gpt":0.3636880516478593,"score_spread":0.2567246769224834,"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."}}