{"id":"W4206912281","doi":"10.14393/ufu.di.2021.658","title":"Separação de finos de coque por hidrociclonagem","year":2021,"lang":"pt","type":"dissertation","venue":"","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Materials science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002496494,0.0004287151,0.0004887421,0.0007714377,0.0006310666,0.0008700432,0.0005878547,0.0006871173,0.00480949],"category_scores_gemma":[0.0005923669,0.0001912986,0.0002953781,0.0006160749,0.0004194295,0.000912236,0.0004528759,0.0005930628,0.001278932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007683925,"about_ca_system_score_gemma":0.0006006417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509741,"about_ca_topic_score_gemma":0.008580677,"domain_scores_codex":[0.9996184,0.00001645076,0.00001841902,0.0001224197,0.0001525545,0.00007167151],"domain_scores_gemma":[0.9997498,0.00004449472,0.00003464998,0.00004066619,0.0001057496,0.00002456618],"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":[0.0007077412,0.0001345344,0.002934769,0.0005573411,0.00002570021,0.0005497356,0.0003090174,0.001451191,0.9171865,0.001832022,0.001051094,0.0732604],"study_design_scores_gemma":[0.00003030364,0.0003642722,0.0035115,0.00004271392,0.00003702993,0.0002761135,0.000183357,0.00618496,0.9580427,0.0001442718,0.03115492,0.00002789228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640797,0.002499034,0.01661177,0.0001664726,0.0001916051,0.0002116924,0.0004761159,0.0008505827,0.01491307],"genre_scores_gemma":[0.9733085,0.0009229042,0.01336064,0.00007773593,0.00002414936,0.00005744299,0.0003932133,0.00008976907,0.01176566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00480949,"threshold_uncertainty_score":0.01608938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179903324648316,"score_gpt":0.270497468449599,"score_spread":0.2586984352031158,"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."}}