{"id":"W2147610422","doi":"10.1111/j.1564-913x.2003.tb00265.x","title":"The certification of corporate conduct: Issues and prospects","year":2003,"lang":"en","type":"article","venue":"International Labour Review","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Citation; Library science; Political science; Public relations; Sociology; Computer science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0006470883,0.00003598411,0.00006985991,0.0000107422,0.0001613639,0.00004092212,0.0001287471,0.00001338092,0.0002726822],"category_scores_gemma":[0.0004845108,0.00002312793,0.00001853506,0.0001082865,0.0001193437,0.00008586046,0.00001047401,0.00003118182,0.000003867302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855614,"about_ca_system_score_gemma":0.00005095691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003590263,"about_ca_topic_score_gemma":0.000350893,"domain_scores_codex":[0.9994012,0.0001006983,0.0001551104,0.00007415254,0.0002031728,0.00006566873],"domain_scores_gemma":[0.9994081,0.0000468764,0.000173632,0.00007931186,0.000266159,0.0000259078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.964842e-7,0.00001157167,0.001372752,0.00001720238,0.00001042911,1.869626e-7,0.0001071309,4.939464e-8,0.00008464777,0.9931294,0.001215817,0.004050368],"study_design_scores_gemma":[0.00004122463,0.000004774869,0.007540116,0.0001603484,0.000006039033,3.575625e-7,0.0000747496,4.824951e-7,0.0002179884,0.0175456,0.9743786,0.00002969246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1923821,0.4845673,0.00009324536,0.164207,0.002642291,0.002139597,0.0001139418,0.00007794839,0.1537766],"genre_scores_gemma":[0.7280576,0.252744,0.0002151085,0.00115211,0.00006491265,0.0000261335,0.000005503879,0.000004609434,0.01773006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9755837,"threshold_uncertainty_score":0.2985679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07570575156886321,"score_gpt":0.3678443529241803,"score_spread":0.2921386013553171,"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."}}