{"id":"W4413161210","doi":"10.24908/ijesjp.v12i1.18310","title":"Pure Life","year":2025,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752547,0.000870151,0.0003569395,0.0009232497,0.004347085,0.007658626,0.0009419224,0.001614538,0.1167035],"category_scores_gemma":[0.002150916,0.0002373681,0.0004345599,0.0006902158,0.005916762,0.004530623,0.004563769,0.002731808,0.04456665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977718,"about_ca_system_score_gemma":0.001023853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944035,"about_ca_topic_score_gemma":0.006928726,"domain_scores_codex":[0.9988709,0.0002756282,0.00003532307,0.0001845437,0.0004706949,0.0001628676],"domain_scores_gemma":[0.9993812,0.0001167458,0.00003095008,0.0001767664,0.000163035,0.0001313464],"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":[0.00004574879,0.00003592761,0.0002029946,0.0001899904,0.000006925483,0.0002043586,0.005353235,0.0001325953,0.0005450872,0.4184234,0.4765232,0.09833658],"study_design_scores_gemma":[0.000001079216,0.000005537084,0.00007274408,0.00004695519,7.745582e-7,0.00007907177,0.000412427,0.00002245459,0.00006622059,0.006267326,0.9930221,0.000003213512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001648968,0.002427481,0.002682121,0.00503573,0.003236501,0.00003367141,0.0001583375,0.0002272106,0.98455],"genre_scores_gemma":[0.04003819,0.00249483,0.002970133,0.004948298,0.001249162,0.00007068944,0.0002928688,0.0004750812,0.9474607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1167035,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006209953185411171,"score_gpt":0.2368675985670798,"score_spread":0.2306576453816686,"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."}}