{"id":"W2993009909","doi":"","title":"Modification of Porosity for Direct Reduction of Manganese Ore Pellets","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pellets; Manganese; Porosity; Reduction (mathematics); Metallurgy; Materials science; Pelletizing; Composite material; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887811,0.0001403955,0.0001684343,0.0002145747,0.0001616521,0.0003336383,0.0002116195,0.0001369324,0.001765977],"category_scores_gemma":[0.0004338868,0.0001310543,0.0001994777,0.0001616299,0.0002031945,0.0002684483,0.00035078,0.0004109527,0.0002512639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397609,"about_ca_system_score_gemma":0.0001952239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006000095,"about_ca_topic_score_gemma":0.001768066,"domain_scores_codex":[0.9998722,0.00001278046,0.000007734812,0.00002471564,0.0000549555,0.00002754443],"domain_scores_gemma":[0.9998434,0.00004683664,0.00005041249,0.0000166198,0.00002844218,0.00001426241],"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":[0.0001005478,0.00005555872,0.0004388971,0.0001548081,0.000007025132,0.00005699669,0.00009217244,0.0003151485,0.9900326,0.0003296698,0.00006656684,0.00834999],"study_design_scores_gemma":[0.000009723005,0.0002361584,0.00401851,0.00001752972,0.00001796561,0.00009970124,0.00007644344,0.0008888084,0.9914573,0.00006740387,0.003101653,0.000008779974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900897,0.0008310569,0.004016626,0.00004655611,0.00002125954,0.00003723082,0.000100334,0.00005759707,0.004799745],"genre_scores_gemma":[0.9926223,0.0006896112,0.004191666,0.00001904902,0.00000449213,0.0000301754,0.0000932403,0.0000283888,0.00232108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001765977,"threshold_uncertainty_score":0.005907774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860403885195833,"score_gpt":0.3318003450064044,"score_spread":0.283196306154446,"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."}}