{"id":"W7154169662","doi":"10.1145/3772318.3808972","title":"10.1145/3772318.3808972","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Sustainability; Component (thermodynamics); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007848676,0.0001238085,0.0001167053,0.0000667569,0.00003934222,0.00004313956,0.0001400536,0.0000429488,0.9794843],"category_scores_gemma":[0.000006529608,0.0001298319,0.00003705521,0.000181322,0.000008472784,0.00006803138,0.00001360858,0.00007424897,0.9249158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007903593,"about_ca_system_score_gemma":0.00001554352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000420206,"about_ca_topic_score_gemma":1.697853e-8,"domain_scores_codex":[0.9993415,0.00001149806,0.000113174,0.0001277196,0.0001166085,0.0002894321],"domain_scores_gemma":[0.9996348,0.00002281608,0.000005306561,0.0002041999,0.00001779025,0.0001150794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001204246,0.000017004,2.002853e-7,0.0000166808,0.00002115669,0.00001679055,0.0000149573,0.02396062,0.0002606023,0.000006254846,0.3144838,0.6611899],"study_design_scores_gemma":[0.0001343606,0.00004454353,0.00001815978,0.0000123686,0.000008281943,0.000004060208,0.000002146434,0.00752932,0.0003244206,0.00001547562,0.9917338,0.0001730175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00225449,0.00009970619,0.00004292678,0.00006600282,0.00000524294,0.0001395603,0.000003061647,0.0005469386,0.9968421],"genre_scores_gemma":[0.003360701,8.636918e-7,0.0003734734,0.0000294822,0.0001032504,0.000024412,0.000005180654,0.00003672607,0.9960659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6772501,"threshold_uncertainty_score":0.5294391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004018864106156335,"score_gpt":0.1715839368883897,"score_spread":0.1675650727822333,"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."}}