{"id":"W3032370456","doi":"10.3390/met10060704","title":"A New Method for Plasticization of Inclusions in Saw-Wire Steel by NaF Addition","year":2020,"lang":"en","type":"article","venue":"Metals","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Inclusion (mineral); Melting point; Scanning electron microscope; Metallurgy; Tube (container); Plasticizer; Composite material; Mineralogy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001950882,0.0005056715,0.0003496922,0.000426997,0.0003043094,0.0002060573,0.0004609857,0.0004294872,0.0009187362],"category_scores_gemma":[0.0001965785,0.0002820222,0.000376064,0.0001919886,0.0002892698,0.0005707769,0.0002843273,0.0006436104,0.0004164469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001829,"about_ca_system_score_gemma":0.000249176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005400653,"about_ca_topic_score_gemma":0.001489783,"domain_scores_codex":[0.999726,0.00002305128,0.00002332718,0.00007124332,0.0001340487,0.00002225157],"domain_scores_gemma":[0.9998709,0.00002650501,0.00003331092,0.00002390279,0.00003573574,0.000009704503],"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":[0.00002189928,0.000007602078,0.0001080964,0.00009892703,0.000004794644,0.00006034096,0.00003129433,0.00004313279,0.9953545,0.0001426005,0.00003647529,0.004090302],"study_design_scores_gemma":[0.000007465711,0.0001366605,0.0009488596,0.000007977529,0.0000190473,0.0003725052,0.00001852256,0.0007218284,0.9919732,0.00005228228,0.005726418,0.00001530683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7093131,0.008669232,0.2730665,0.00035964,0.0004161211,0.0004530806,0.0003647129,0.0007819893,0.006575747],"genre_scores_gemma":[0.835366,0.004013017,0.1524152,0.0001435296,0.00008946369,0.0002570542,0.0003578701,0.0001119388,0.007246007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009187362,"threshold_uncertainty_score":0.003073514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154072038753398,"score_gpt":0.26022686660846,"score_spread":0.2448196627331201,"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."}}