{"id":"W7060981912","doi":"","title":"Tamanawas 2015","year":2015,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Work (physics); Data collection; Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003119016,0.0006553943,0.0002720109,0.001696376,0.00144678,0.003154564,0.0005205235,0.000800883,0.6858752],"category_scores_gemma":[0.000893069,0.0002629245,0.0002056036,0.001575904,0.0003304005,0.002062683,0.001658981,0.001076614,0.4801584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249067,"about_ca_system_score_gemma":0.0009395128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250743,"about_ca_topic_score_gemma":0.004107003,"domain_scores_codex":[0.9998282,0.00001546461,0.00001021515,0.0000426018,0.00007443176,0.00002906074],"domain_scores_gemma":[0.9995814,0.00004577787,0.00001968029,0.00006875271,0.0001808231,0.0001036685],"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":[0.0001080209,0.00006379511,0.0006185839,0.0002205647,0.000005809905,0.000194934,0.0002315702,0.00007998152,0.001270596,0.01293205,0.7341192,0.2501549],"study_design_scores_gemma":[0.00000215223,0.000007416591,0.000450247,0.00004110138,0.000001419339,0.00006856756,0.00007955965,0.00001848182,0.0001558646,0.0004468398,0.9987262,0.000002175648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002006057,0.00190326,0.0007291746,0.001725921,0.003024201,0.00006178732,0.00370084,0.0006127039,0.986236],"genre_scores_gemma":[0.003204875,0.0009233998,0.000312533,0.0002108689,0.0001915526,0.00002270059,0.001189476,0.0001389978,0.9938056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3141248,"threshold_uncertainty_score":0.4480609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501992670504034,"score_gpt":0.2059768856462083,"score_spread":0.190956958941168,"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."}}