{"id":"W2970152721","doi":"10.24084/repqj16.468","title":"Solar Induction Cooker","year":2018,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cooker; Materials science; Environmental science; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003481491,0.00009724742,0.0001257017,0.0001044722,0.0002658838,0.00004855182,0.00006585719,0.0001645153,0.0003059056],"category_scores_gemma":[0.00002317532,0.00008978471,0.00003204238,0.0001128928,0.00009679963,0.000179421,0.00001331143,0.0001817721,0.00001014338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003762359,"about_ca_system_score_gemma":0.0000178084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002511099,"about_ca_topic_score_gemma":0.00009201033,"domain_scores_codex":[0.9992971,0.00006259129,0.0002368849,0.00009787545,0.00009821526,0.000207327],"domain_scores_gemma":[0.9996688,0.00001492929,0.00004046054,0.0001213063,0.00007419323,0.00008026665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001885387,0.000230776,0.005157651,0.000133944,0.0008101608,0.0000443061,0.005557073,0.01590184,0.2088936,0.03738607,0.5057336,0.2199625],"study_design_scores_gemma":[0.000620387,0.0003118291,0.0008298515,0.00006197662,0.00001891393,0.001226712,0.0006813912,0.004309415,0.1382481,0.01463741,0.8386023,0.000451702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140466,0.001258813,0.1269365,0.0005671481,0.00550522,0.00003339426,0.000003597896,0.0005762317,0.05107248],"genre_scores_gemma":[0.9969374,0.0002729518,0.0005927478,0.0002010286,0.0006620283,0.000001424524,0.000001570889,0.00001479177,0.001316055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3328687,"threshold_uncertainty_score":0.3661314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933014460684378,"score_gpt":0.2468546579679277,"score_spread":0.2275245133610839,"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."}}