{"id":"W3031253506","doi":"10.1038/s41467-020-16383-6","title":"Participatory practices at work change attitudes and behavior toward societal authority and justice","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research; Princeton University","keywords":"Citizen journalism; Work (physics); Public relations; Work behavior; Economic Justice; Social justice; Sociology; Political science; Criminology; Engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003414519,0.00007392398,0.00009365532,0.00001398316,0.00115868,0.0000975294,0.0003820444,0.000178361,0.00003698635],"category_scores_gemma":[0.000589475,0.00007021284,0.00002407442,0.0002372013,0.0004196262,0.0003025729,0.0004851608,0.0004896352,0.000002927181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003974634,"about_ca_system_score_gemma":0.00004630182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004457225,"about_ca_topic_score_gemma":0.006145483,"domain_scores_codex":[0.9991565,0.0002441605,0.0001039778,0.0001592832,0.0001742027,0.0001618665],"domain_scores_gemma":[0.9989986,0.0003044684,0.0001002498,0.0003220423,0.00008786253,0.0001867601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001776137,0.0004549817,0.4725541,0.00004708791,0.00007871526,0.000003199671,0.1163794,1.29059e-7,0.0002945093,0.3909028,0.01204286,0.00722441],"study_design_scores_gemma":[0.0001106448,0.00001647879,0.6350474,0.000009349271,0.0002068583,2.454882e-7,0.003470424,0.00001284773,0.000005560374,0.00003936139,0.3609828,0.00009804796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054826,0.02493395,0.000004819036,0.1639122,0.0002779674,0.000570172,0.0000645112,0.0001408078,0.004613048],"genre_scores_gemma":[0.9902852,0.004437803,0.001335075,0.003513545,0.0001813877,0.0000933648,0.00001482391,0.000006752317,0.0001320937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908634,"threshold_uncertainty_score":0.8911744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2615110936759791,"score_gpt":0.4580682782432391,"score_spread":0.19655718456726,"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."}}