{"id":"W4235635590","doi":"10.1016/j.mprp.2015.03.047","title":"Rewind","year":2015,"lang":"en","type":"article","venue":"Metal Powder Report","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zinc; Hydrometallurgy; Metallurgy; Electrowinning; Smelting; Pyrometallurgy; Oxidizing agent; Nickel; Environmental science; Waste management; Materials science; Chemistry; Engineering; Copper","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":[],"consensus_categories":[],"category_scores_codex":[0.0003955891,0.00008733383,0.0001180744,0.00004371381,0.00001937735,0.00002514431,0.00005151907,0.00004439018,0.0001102404],"category_scores_gemma":[0.00008376741,0.00007280367,0.00005773433,0.00008819175,0.00001063649,0.000139719,0.00001419778,0.0001314551,0.000312882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000269335,"about_ca_system_score_gemma":0.00001473745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001776459,"about_ca_topic_score_gemma":0.000003786747,"domain_scores_codex":[0.9993482,0.0000129817,0.0002111624,0.0001117717,0.0001853097,0.0001305387],"domain_scores_gemma":[0.9996241,0.000005343592,0.00002816734,0.0001890079,0.00002681702,0.0001265658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000745042,0.0004598139,0.01917205,0.0002666591,0.001390791,0.01297862,0.002199177,0.01464818,0.4415008,0.004640644,0.2949616,0.2077071],"study_design_scores_gemma":[0.0001819599,0.00001732452,0.001343955,0.000005516719,0.00002448381,0.001836865,0.0001029039,0.001460667,0.01585459,0.0003706409,0.9785857,0.000215413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5502753,0.0005379448,0.003011534,0.0001090294,0.002444107,0.00009257431,0.000001190278,0.0005739695,0.4429544],"genre_scores_gemma":[0.9904595,0.000003223516,0.0007213701,0.00005424624,0.0001682944,0.000003566519,0.00001105525,0.00001819718,0.008560554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.683624,"threshold_uncertainty_score":0.4021569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639733900187479,"score_gpt":0.2624249923856129,"score_spread":0.2160276533837381,"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."}}