{"id":"W7058351448","doi":"","title":"Mineralogy and surface chemistry assessment of heavy minerals concentrate and commodity minerals produced by Titanium Corporation","year":2012,"lang":"en","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Titanium; Commodity; Mineral; Oxide minerals","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002079485,0.0001954891,0.000231555,0.00160128,0.0005945913,0.0005672621,0.0003732562,0.0003009085,0.003043449],"category_scores_gemma":[0.0002625778,0.0001232671,0.0003261558,0.0008947909,0.000168984,0.0002576679,0.0002403562,0.0001761541,0.001099538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007198605,"about_ca_system_score_gemma":0.0006062519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641096,"about_ca_topic_score_gemma":0.03946848,"domain_scores_codex":[0.9996305,0.00001040426,0.0000133182,0.0000493568,0.0002661951,0.00003021763],"domain_scores_gemma":[0.9997885,0.00001680025,0.00002577762,0.000009091216,0.0001443569,0.00001556577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001506566,0.000276917,0.115922,0.0002452736,0.00008855503,0.000431285,0.0001751264,0.001053402,0.8368685,0.0003555946,0.003433926,0.03964275],"study_design_scores_gemma":[0.00003023983,0.0006689135,0.3847591,0.00002444792,0.00009006259,0.0001933183,0.0005503715,0.002361141,0.5958529,0.000119741,0.01533294,0.00001688591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698234,0.0004069488,0.0009497378,0.00004541085,0.00001217354,0.0000871991,0.00545095,0.00004538842,0.02317873],"genre_scores_gemma":[0.9687501,0.0005063799,0.00171453,0.00003873435,0.000008238984,0.00003927939,0.005477111,0.00005575252,0.02340987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641096,"threshold_uncertainty_score":0.05251449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399488092378648,"score_gpt":0.2730349005389481,"score_spread":0.2590400196151617,"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."}}