{"id":"W2901427506","doi":"10.25071/10315/35434","title":"Analyitcal heat conduction model of annular composite fins","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermal conduction; Composite number; Materials science; Fin; Mechanics; Composite material; Physics","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":[0.0001337457,0.000133857,0.0001901839,0.0002808725,0.00002500057,0.00001528318,0.0001153699,0.0001334942,0.00002816694],"category_scores_gemma":[0.00001220344,0.000156839,0.00003952401,0.000333886,0.00002790498,0.0001189252,0.0000075036,0.0001696114,0.000004317098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923216,"about_ca_system_score_gemma":0.00005924796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451328,"about_ca_topic_score_gemma":0.01561869,"domain_scores_codex":[0.9990816,0.000008044231,0.0002532976,0.0001475171,0.000112444,0.0003971468],"domain_scores_gemma":[0.9995036,0.00001103519,0.000004146711,0.0001457246,0.00004766318,0.0002877895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004036527,0.00000976005,0.0005447816,0.00008060706,0.00001954194,0.000005826723,0.0001190943,0.9875869,0.006513291,0.003033008,0.00001636936,0.002066787],"study_design_scores_gemma":[0.000182409,0.00002933769,0.0002922221,0.00005777967,0.000009013312,0.000003365183,0.000004204849,0.9783033,0.02074176,0.00005830636,0.0001660881,0.0001522003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5192671,0.0006678861,0.4778937,0.0001947936,0.0006407241,0.0003589548,0.00007082034,0.000322939,0.0005830378],"genre_scores_gemma":[0.990146,0.00002265887,0.009671859,0.00002262731,0.00006745742,0.00001764019,0.00001450395,0.00003520262,0.00000204764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4708789,"threshold_uncertainty_score":0.8715593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316271453461516,"score_gpt":0.2224770421384654,"score_spread":0.2093143276038502,"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."}}