{"id":"W4210974420","doi":"10.1130/dnag-gna-p1.41","title":"Stratiform Iron","year":2015,"lang":"en","type":"book-chapter","venue":"Geological Society of America eBooks","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mineral; Section (typography); Volume (thermodynamics); Mineral deposit; Geology; Mineralogy; Mining engineering; Computer science; Geochemistry; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000142619,0.0002451825,0.0003740647,0.00001049585,0.00006162498,0.00001000042,0.0002396112,0.0003529958,0.01555751],"category_scores_gemma":[0.000008886778,0.0001960911,0.0002885063,0.00001464166,0.0009886061,0.00003342683,0.0001854862,0.000270743,0.0004647834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009619416,"about_ca_system_score_gemma":0.00001901489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008480775,"about_ca_topic_score_gemma":0.000003981243,"domain_scores_codex":[0.9986419,0.00001512738,0.0003726994,0.0003278872,0.0004531231,0.0001892407],"domain_scores_gemma":[0.9992352,0.00003393912,0.0003276187,0.0002467346,0.00002850031,0.0001280406],"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":[0.00002813023,0.00004817083,0.0000678674,0.00002820666,0.00004730043,0.000004638111,0.0008057818,0.00007298444,0.002419836,0.02917785,0.7908834,0.1764158],"study_design_scores_gemma":[0.0001215053,0.0003452119,0.00005688078,0.00001126477,0.00002001661,0.000003503343,0.00006831816,0.0002490029,0.000251989,0.03546135,0.9631264,0.0002845588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001980469,0.00004827304,0.00109906,0.0001772135,0.00002594841,0.0002433548,0.00001691086,0.000124149,0.998067],"genre_scores_gemma":[0.006588893,0.00009936687,0.01778932,0.001737614,0.00005643436,0.00001850849,0.00005953539,0.00002230942,0.973628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1761312,"threshold_uncertainty_score":0.9853424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715893442927184,"score_gpt":0.2610279845870572,"score_spread":0.2238690501577853,"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."}}