{"id":"W7020247499","doi":"","title":"Kaizen! Three wise men? (Changelog & Friends #73)","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surprise; Scripting language; Session (web analytics); Phone; Wonder; Code (set theory); Conversation; Cloud computing; Onboarding; Commit; USable","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":[0.0007404566,0.001051626,0.0005267228,0.001098598,0.005469508,0.006175798,0.001061971,0.002353692,0.6814057],"category_scores_gemma":[0.003722388,0.0006522068,0.0005626608,0.0007784868,0.0007673908,0.007414172,0.006318151,0.003321293,0.5906598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419966,"about_ca_system_score_gemma":0.001434018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005037335,"about_ca_topic_score_gemma":0.01531715,"domain_scores_codex":[0.99901,0.000101903,0.00002362479,0.00018082,0.000416654,0.0002669644],"domain_scores_gemma":[0.9975327,0.0001089328,0.00008130381,0.0002123698,0.0005785665,0.001486085],"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":[0.00001144316,0.00001786395,0.0001001566,0.00001759765,7.961527e-7,0.00004916152,0.0001323605,0.000005955903,0.00008206313,0.000754707,0.974656,0.02417182],"study_design_scores_gemma":[0.000001298117,0.000003920341,0.0001097146,0.00001454076,6.20123e-7,0.00004873036,0.0001931154,0.000009166175,0.00003708681,0.0001128663,0.9994647,0.000004300945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0018596,0.002623211,0.002189286,0.02525729,0.01652634,0.000157828,0.001848045,0.01007073,0.9394676],"genre_scores_gemma":[0.00291207,0.0004761168,0.0004918899,0.005060265,0.0004467544,0.00004622211,0.000402487,0.001764816,0.9883993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6814057,"threshold_uncertainty_score":0.4544361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193073915946045,"score_gpt":0.2619765519475851,"score_spread":0.2426691603529806,"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."}}