{"id":"W1971456083","doi":"10.1007/s10111-008-0115-2","title":"Collective management in dynamic situations: the individual contribution","year":2008,"lang":"en","type":"article","venue":"Cognition Technology & Work","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Psychology; Collective action; Task (project management); Applied psychology; Social psychology; Computer science; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007188165,0.0001014251,0.0001540699,0.0005490377,0.001844183,0.000003325612,0.0002100642,0.0003194843,0.0003054588],"category_scores_gemma":[0.0005253927,0.0000831244,0.00002490117,0.002377912,0.0002800533,0.00006683568,0.0001317067,0.0009542487,0.001144034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005276017,"about_ca_system_score_gemma":0.0005355146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007129549,"about_ca_topic_score_gemma":0.0001033788,"domain_scores_codex":[0.9982088,0.0003545757,0.0004125797,0.0002363051,0.0002838857,0.0005038765],"domain_scores_gemma":[0.9984723,0.0007947236,0.0001243834,0.000218099,0.0003404498,0.00005006093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002000302,0.0009847422,0.5659646,0.000226128,0.0003131996,0.0001920078,0.005826825,0.00004114204,0.0000912307,0.07186759,0.02263924,0.329853],"study_design_scores_gemma":[0.002224666,0.0001052218,0.915409,0.0001836143,0.00002400391,0.000007462267,0.001973822,0.00007440835,0.00004057601,0.07506196,0.004770012,0.000125237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069296,0.001112185,0.006737411,0.04373918,0.0006678702,0.008164375,0.0001208871,0.000457095,0.0320714],"genre_scores_gemma":[0.9936302,0.0004421015,0.0003834768,0.0008517054,0.00003897528,0.002846054,0.0001978853,0.00001030867,0.001599341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3494444,"threshold_uncertainty_score":0.9996337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07084671029672007,"score_gpt":0.4241425428519327,"score_spread":0.3532958325552126,"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."}}