{"id":"W2921521175","doi":"10.25071/1705-1436.110","title":"Guest Editors’ Précis to the Special Section of Just Labour: Advancing the Equity Agenda Inside Unions and at the Bargaining Table","year":2006,"lang":"en","type":"article","venue":"Just Labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Equity (law); Table (database); Political science; Labour economics; Law and economics; Sociology; Economics; Law; Business; Computer science; Advertising; Database","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001556873,0.0001302821,0.0001446927,0.00004286724,0.002943493,0.000175241,0.0003748108,0.00008264778,0.0003615284],"category_scores_gemma":[0.0003537631,0.00007063284,0.0000471784,0.0008016168,0.0002683119,0.000223565,0.0003644415,0.0002244314,0.00000773744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873523,"about_ca_system_score_gemma":0.0001904139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03650496,"about_ca_topic_score_gemma":0.2091576,"domain_scores_codex":[0.9982886,0.0002741931,0.0002559892,0.0002231476,0.0005077648,0.0004503187],"domain_scores_gemma":[0.9989626,0.0002866556,0.0001572854,0.0003128719,0.0002018634,0.00007876231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002153139,0.00008960519,0.006854266,0.00001112241,0.00003811277,0.000003419717,0.01946503,0.0007419981,0.002180908,0.4716901,0.4970022,0.001901684],"study_design_scores_gemma":[0.0001544878,0.00002686716,0.08149987,0.00001599965,0.00002985162,8.101216e-7,0.01416284,0.000006709873,0.0003073683,0.0009104284,0.9027887,0.00009606923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128373,0.000248447,0.00008069196,0.01667195,0.01249755,0.0006415795,0.0002470863,0.00005734192,0.05671801],"genre_scores_gemma":[0.9239402,0.0001077132,0.00006174405,0.001877194,0.05817555,0.00002462556,0.000007871279,0.00001689829,0.0157882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4707797,"threshold_uncertainty_score":0.9983546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544575280132349,"score_gpt":0.3130109372707243,"score_spread":0.2875651844694008,"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."}}