{"id":"W7134566477","doi":"","title":"EPiCC Technical Report. Number 1","year":2012,"lang":"en","type":"report","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Latent heat; Field (mathematics); Flux (metallurgy); Quality (philosophy); Sensible heat; Control (management)","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":[0.004600585,0.001387317,0.0006771729,0.004070594,0.00195386,0.004224699,0.002268291,0.001161725,0.2058713],"category_scores_gemma":[0.009037721,0.001014407,0.0005246761,0.005849259,0.0004308825,0.001854545,0.001473726,0.001271336,0.2188084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005286296,"about_ca_system_score_gemma":0.01975769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3048719,"about_ca_topic_score_gemma":0.281009,"domain_scores_codex":[0.9939368,0.0004407718,0.0003330943,0.0005064959,0.004309677,0.000473111],"domain_scores_gemma":[0.9839749,0.0006053285,0.0004867464,0.001536696,0.01282777,0.0005684941],"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":[0.00004522008,0.00005963639,0.001116077,0.0001257933,0.000004813517,0.00002189515,0.0000448133,0.0002348092,0.0002882553,0.00129356,0.9655125,0.03125272],"study_design_scores_gemma":[0.00001941057,0.00001751629,0.00448735,0.000085616,0.000007413394,0.00002581734,0.00005617201,0.0002068366,0.0009221175,0.0003253858,0.9938301,0.0000162143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002427014,0.0007208494,0.008006506,0.001818583,0.0008544509,0.001780509,0.5137243,0.004896622,0.4657712],"genre_scores_gemma":[0.005866732,0.0009660437,0.009945088,0.0004227525,0.0001628965,0.001102668,0.4375705,0.002460244,0.541503],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3048719,"threshold_uncertainty_score":0.6887079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667145120954483,"score_gpt":0.2326153637036888,"score_spread":0.205943912494144,"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."}}