{"id":"W4281727230","doi":"10.15173/glj.v13i2.4557","title":"Oil in Ghana: The Work of the General Transport, Petroleum and Chemical Workers' Union (GTPCWU)","year":2022,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Enforcement; Context (archaeology); Agency (philosophy); Work (physics); Power (physics); Business; Petroleum industry; Political science; Economics; Law; Sociology; Engineering","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":[0.0008887051,0.0001060813,0.0002345113,0.00004683926,0.0002305215,0.00003912811,0.0004073996,0.00004386849,0.0004011029],"category_scores_gemma":[0.00001892793,0.00007708889,0.0001125149,0.000303941,0.00006023486,0.00006013501,0.0001435506,0.0004405892,0.000005528613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111517,"about_ca_system_score_gemma":0.0000457323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169733,"about_ca_topic_score_gemma":0.00004089718,"domain_scores_codex":[0.9989256,0.00003996488,0.0005245734,0.0001724704,0.00006914663,0.0002682151],"domain_scores_gemma":[0.9994549,0.00001792841,0.000307049,0.0001446954,0.000009444138,0.00006594161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009688191,0.00005624012,0.9578505,0.000009159317,0.00006144428,0.00001148493,0.0004875445,0.001204461,0.000006541971,0.02986019,0.001252933,0.009102613],"study_design_scores_gemma":[0.001109161,0.00002823644,0.7968509,0.0000255941,0.000007093191,0.0001516948,0.0007372475,0.0002668865,0.00001047632,0.008951257,0.1916549,0.0002065738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878326,0.003940289,0.00001108021,0.003807392,0.000646511,0.00002938185,0.00009069044,0.000003361967,0.003638703],"genre_scores_gemma":[0.9971923,0.000153969,0.0001819106,0.0003885157,0.0001044317,0.000005568123,0.000002006212,0.000006784374,0.001964543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190402,"threshold_uncertainty_score":0.4391796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699037127409812,"score_gpt":0.1853599050180336,"score_spread":0.1766608678906239,"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."}}