{"id":"W4233386403","doi":"10.1149/ma2009-01/14/673","title":"Electromagnetic Induction Corrosion Control Technology (EICCT)","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Auto Workers","funders":"","keywords":"Corrosion; Electromagnetic induction; Control (management); Metallurgy; Materials science; Engineering; Computer science; Electrical engineering; Artificial intelligence","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":[0.0003628181,0.0004032791,0.0003696372,0.0006162484,0.0004059101,0.0007068069,0.0007437801,0.0007585988,0.0384191],"category_scores_gemma":[0.0006561733,0.0001863398,0.0002326276,0.0006254397,0.0003474485,0.0006669032,0.0004398752,0.000888719,0.01035529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006667633,"about_ca_system_score_gemma":0.0006793076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205871,"about_ca_topic_score_gemma":0.001990861,"domain_scores_codex":[0.9994104,0.00002980148,0.00001826481,0.00006410355,0.0003987531,0.0000787279],"domain_scores_gemma":[0.9996172,0.00003518811,0.00003950364,0.00005828674,0.0002065977,0.00004312464],"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":[0.001510518,0.0003545592,0.001681343,0.001218171,0.00002940674,0.0006100011,0.0002062346,0.00115356,0.437519,0.01167858,0.1013467,0.442692],"study_design_scores_gemma":[0.0002042098,0.001064226,0.008167775,0.0001019028,0.00007901745,0.001379848,0.00008119349,0.004126219,0.4875364,0.000719644,0.4965134,0.00002606847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.164691,0.0139887,0.1884111,0.005504856,0.005527456,0.001114419,0.004544879,0.009886181,0.6063314],"genre_scores_gemma":[0.5634968,0.004601149,0.0261444,0.0006310175,0.0004597863,0.0002419583,0.003421939,0.0005233225,0.4004796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0384191,"threshold_uncertainty_score":0.1285247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006425536541635185,"score_gpt":0.2019156306921616,"score_spread":0.1954900941505264,"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."}}