{"id":"W4414865704","doi":"10.48498/minmag.2025.245.9.006","title":"АНАЛИЗ МЕЖДУНАРОДНОГО ОПЫТА ПО СНИЖЕНИЮ ПОТЕРЬ И РАЗУБОЖИВАНИЮ РУД ПРИ РАЗРАБОТКЕ МАЛОМОЩНЫХ РУДНЫХ ЗАЛЕЖЕЙ","year":2025,"lang":"ru","type":"article","venue":"Gornyj žurnal Kazahstana.","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stoping; Context (archaeology); Drilling; Underground mining (soft rock); Open-pit mining; Mining industry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001588743,0.001674006,0.00197273,0.0011712,0.0008274392,0.0008471858,0.002155887,0.001340636,0.003931361],"category_scores_gemma":[0.0002830113,0.001949372,0.001027496,0.001482105,0.0003336212,0.0008082526,0.0008349266,0.00256282,0.001923715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724352,"about_ca_system_score_gemma":0.0005828657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005349839,"about_ca_topic_score_gemma":0.0004489049,"domain_scores_codex":[0.9921877,0.0001950302,0.002610811,0.001662304,0.0006868026,0.002657369],"domain_scores_gemma":[0.9954129,0.0003977104,0.0005819724,0.002421599,0.0002965939,0.0008892328],"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":[0.0008232304,0.0009337812,0.007307186,0.003460947,0.003678601,0.001121789,0.003664387,0.01625159,0.005165066,0.120811,0.7406451,0.09613732],"study_design_scores_gemma":[0.003497362,0.0005872459,0.004108855,0.002610847,0.001060588,0.0002475103,0.001343098,0.07035256,0.008555017,0.01933868,0.8844572,0.003841078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3156523,0.03012998,0.0731041,0.00795565,0.01855909,0.003457983,0.001520299,0.005561087,0.5440595],"genre_scores_gemma":[0.9302453,0.008562518,0.01695737,0.002037952,0.002291708,0.0001262635,0.0001778313,0.0005832218,0.03901789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.614593,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006382580675146495,"score_gpt":0.2179667119855054,"score_spread":0.2115841313103589,"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."}}