{"id":"W2311545508","doi":"10.14288/1.0102882","title":"The kaon factory","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Factory (object-oriented programming); Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002815986,0.001090472,0.0008513316,0.0037677,0.002871194,0.009996369,0.001981194,0.001584779,0.4210979],"category_scores_gemma":[0.005913922,0.001489321,0.0009914804,0.004235697,0.001400375,0.01124057,0.004399681,0.002144998,0.3896091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794668,"about_ca_system_score_gemma":0.002834801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008013897,"about_ca_topic_score_gemma":0.01275741,"domain_scores_codex":[0.9981469,0.0001831314,0.00008957182,0.0003238838,0.0009326292,0.0003238301],"domain_scores_gemma":[0.9951375,0.0003967285,0.0001188806,0.002312717,0.001444264,0.0005899231],"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":[0.0003786477,0.00006517038,0.0005590307,0.0001164685,0.00001587775,0.0001428725,0.0002928398,0.0001412266,0.001639367,0.02396355,0.8927229,0.07996203],"study_design_scores_gemma":[0.00002098755,0.00001221731,0.0004406561,0.00002796919,0.000005822799,0.00008910997,0.0001039045,0.0001084754,0.0005409434,0.002971231,0.9956555,0.00002325043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004742331,0.001496036,0.02654663,0.002855376,0.003376126,0.0002738727,0.02427569,0.04649083,0.8899431],"genre_scores_gemma":[0.03351877,0.00165399,0.01726572,0.001426602,0.0004777134,0.0002972965,0.03359153,0.02045926,0.8913091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4210979,"threshold_uncertainty_score":0.8257336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07897105121184532,"score_gpt":0.293230026234071,"score_spread":0.2142589750222256,"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."}}