{"id":"W2390180394","doi":"","title":"REVIEWS ON STATUS OF WORLD'S IRON ORE RESOURCE USE","year":2011,"lang":"en","type":"article","venue":"","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iron ore; Bottleneck; China; Resource (disambiguation); Metamorphic rock; Business; Geochemistry; Natural resource economics; Mining engineering; Geology; Geography; Economics; Operations management; Computer 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":[0.0006523292,0.0004671002,0.0006006099,0.003297313,0.0002267619,0.001175337,0.0004679929,0.0004636825,0.006966668],"category_scores_gemma":[0.001246637,0.0001971166,0.0003260722,0.004994361,0.0002217367,0.001163596,0.0003497402,0.0003445349,0.002074787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731334,"about_ca_system_score_gemma":0.001671495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007128145,"about_ca_topic_score_gemma":0.008636944,"domain_scores_codex":[0.9995926,0.00005374868,0.00006896836,0.00007753988,0.0001728159,0.00003439712],"domain_scores_gemma":[0.9989656,0.0003449577,0.0002118443,0.000028573,0.000408422,0.00004051619],"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":[0.0001665611,0.00002841587,0.002231504,0.01649313,0.0001167946,0.0002465464,0.0002690788,0.0003070165,0.001833402,0.002965542,0.06514909,0.9101929],"study_design_scores_gemma":[0.000005807357,0.00007853431,0.005847786,0.003741059,0.0001088674,0.0004524733,0.0003308424,0.000067901,0.001327001,0.0007338363,0.987289,0.00001710036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002444451,0.9820305,0.0002269317,0.001077219,0.0005361579,0.000006399203,0.0005424168,0.00003773224,0.01309828],"genre_scores_gemma":[0.009882159,0.9832277,0.0004137011,0.000352283,0.0003455091,0.00001131741,0.0005934636,0.00001416972,0.005159633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007128145,"threshold_uncertainty_score":0.02330589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0698202455035169,"score_gpt":0.2458347278919787,"score_spread":0.1760144823884618,"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."}}