{"id":"W3159681448","doi":"10.14288/1.0355484","title":"KAON Factory study : conventional facilities design report","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Factory (object-oriented programming); Engineering; Computer science; Environmental science; Programming language","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":[0.0001445219,0.0000373293,0.0001562392,0.00002646535,0.0003789309,0.00009613587,0.000286866,0.00004505154,0.0001390586],"category_scores_gemma":[0.00002086869,0.0001348178,0.00007607347,0.00002894928,0.0001390323,0.0002281639,0.00006322794,0.00009193613,0.000020235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003518441,"about_ca_system_score_gemma":0.00004155898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01252703,"about_ca_topic_score_gemma":0.02460577,"domain_scores_codex":[0.9993464,0.0000323294,0.00009751145,0.0001831555,0.0002136336,0.0001269404],"domain_scores_gemma":[0.9994807,0.00003997542,0.00006861383,0.000270317,0.00008321291,0.00005721648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003756269,0.0004461644,0.1017594,0.0002473127,0.0006553004,0.004482773,0.002418332,0.02148292,0.0003980545,0.000008818913,0.02307181,0.8449916],"study_design_scores_gemma":[0.0004596482,0.00006429428,0.9954966,0.00002698792,0.00001998891,0.00008550512,0.0008708622,0.001536262,0.000001100092,0.0008871257,0.0004163872,0.0001352968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101534,0.00005318655,0.08616976,0.00001129514,0.00017474,0.0002180094,0.00005814794,0.0001115053,0.003049958],"genre_scores_gemma":[0.9970661,0.000007626547,0.0007880767,0.000002899147,0.00002449042,7.233293e-7,0.00001127988,0.000009377496,0.002089466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8937371,"threshold_uncertainty_score":0.9940487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837622713606656,"score_gpt":0.1850203516300058,"score_spread":0.1666441244939392,"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."}}