{"id":"W4403761972","doi":"10.56195/20793332_2023_4_43_54","title":"WORLD TRENDS IN THE DEVELOPMENT OF TECHNOLOGIES OF HYDROMETALLURGICAL PROCESSING OF NICKEL ORES AT OPERATING ENTERPRISES","year":2023,"lang":"en","type":"article","venue":"Mine Surveying and Subsurface Use","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nickel; Metallurgy; Business; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823727,0.0002792812,0.0001738449,0.002194105,0.0002674359,0.001429343,0.0004591794,0.0004748111,0.003987844],"category_scores_gemma":[0.0007077277,0.0001411003,0.0002454025,0.004097138,0.0002997412,0.00194472,0.0005505814,0.0005788217,0.001776814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262088,"about_ca_system_score_gemma":0.001447433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795346,"about_ca_topic_score_gemma":0.003066469,"domain_scores_codex":[0.9995553,0.00003549533,0.00004000167,0.0001006934,0.000187945,0.00008061533],"domain_scores_gemma":[0.9989119,0.0001600196,0.0003086425,0.00004113106,0.0004806845,0.00009764813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001451663,0.0001056915,0.02316833,0.005433276,0.00005132156,0.0007030336,0.0005318766,0.001245141,0.0217391,0.0475523,0.02997105,0.8693537],"study_design_scores_gemma":[0.000004763786,0.0001410124,0.056437,0.001109058,0.00005939315,0.002247841,0.001770355,0.0009139454,0.01035277,0.004431583,0.922497,0.0000352334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1747341,0.5130483,0.02115166,0.01816246,0.00114982,0.0001545648,0.003212902,0.0007108105,0.2676753],"genre_scores_gemma":[0.3491744,0.5573837,0.04054166,0.002879694,0.0006366258,0.0001021869,0.003548798,0.0001171146,0.04561585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003987844,"threshold_uncertainty_score":0.01334071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05223656076968253,"score_gpt":0.2554101462613715,"score_spread":0.203173585491689,"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."}}