{"id":"W4390273840","doi":"10.17140/phoj-8-163","title":"Light at the End of the Tunnel: Mining Justice and Health","year":2023,"lang":"en","type":"article","venue":"Public Health - Open Journal","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Canada","funders":"","keywords":"Workforce; Business; Declaration; Human rights; Political science; Economic growth; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004935102,0.0001038921,0.0002091624,0.00009890927,0.000924786,0.0002353645,0.0005718672,0.00002800241,0.0001174106],"category_scores_gemma":[0.00008555338,0.00005704849,0.00003921425,0.0004335778,0.00003941428,0.00009520062,0.0004691045,0.0003164161,0.00001604442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613794,"about_ca_system_score_gemma":0.0002362096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000679765,"about_ca_topic_score_gemma":0.0000815124,"domain_scores_codex":[0.9984369,0.0002078738,0.0004341159,0.0001144218,0.0002873041,0.0005193657],"domain_scores_gemma":[0.9991283,0.00009948665,0.0001869143,0.0002539543,0.00002811763,0.0003032337],"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":[0.000005597618,0.00002473569,0.001829467,0.0007518256,0.0001152338,0.000007424636,0.02444208,0.004443183,0.00002348666,0.001080136,0.7754251,0.1918518],"study_design_scores_gemma":[0.0004448458,0.00007492759,0.03874436,0.0001890959,0.00001429911,0.0001359824,0.007521835,0.006655754,0.000007924982,0.00002925999,0.9460788,0.0001029389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3117348,0.00477495,0.0003583031,0.647742,0.002215407,0.0008293529,0.00001324059,0.0001378409,0.03219413],"genre_scores_gemma":[0.9885066,0.002015975,0.0002821183,0.005024543,0.0003710112,0.00001932225,0.000003084352,0.00004564886,0.003731702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6767718,"threshold_uncertainty_score":0.7112799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08743591051876444,"score_gpt":0.3215465615969729,"score_spread":0.2341106510782084,"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."}}