{"id":"W4399100509","doi":"10.31542/hcjmt264","title":"An Observation of Organizational Behaviour Differences Between White and Blue-Collar Transportation Roles","year":2024,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collar; Blue collar; White (mutation); Business; Psychology; Economics; Demographic economics; Biology; Finance","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":[0.0002506884,0.0001054372,0.0001395472,0.0002697615,0.0002100573,0.0002587098,0.0001942381,0.00004296587,0.0002210205],"category_scores_gemma":[0.000003907371,0.0001078323,0.00004003156,0.0003912844,0.00004563001,0.001076324,0.00003754651,0.0000972885,0.000006753937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092871,"about_ca_system_score_gemma":0.00001924838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000138585,"about_ca_topic_score_gemma":0.0004491532,"domain_scores_codex":[0.9991351,0.00002143304,0.0001822542,0.0001849251,0.000363739,0.0001125597],"domain_scores_gemma":[0.9996737,0.00001726546,0.00009851714,0.00007179296,0.0001193658,0.00001940289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001489819,0.00006346035,0.976128,0.00009776696,0.00007094881,0.00002183483,0.001050962,0.0001249795,0.00007824047,0.02127534,0.000169756,0.0009038565],"study_design_scores_gemma":[0.00029348,0.00002309275,0.9883688,0.00005380277,0.000242941,3.96483e-7,0.006743981,0.0007863425,0.00001397173,0.0006166995,0.002734175,0.0001222968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917981,0.00003329113,0.006370466,0.001163493,0.00009750489,0.0001200577,0.00002862751,0.00005651859,0.0003319196],"genre_scores_gemma":[0.9991177,0.00002836269,0.0001523056,0.00007038214,0.0002054551,2.245445e-7,0.00011808,0.000008584146,0.0002989564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065864,"threshold_uncertainty_score":0.4397274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845329117853647,"score_gpt":0.2304732026495169,"score_spread":0.2120199114709804,"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."}}