{"id":"W4406512730","doi":"10.1016/s0967-0653(98)80887-9","title":"10.1016/s0967-0653(98)80887-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Compressed air; Gas compressor; Environmental science; Aeronautics; Computer science; Operations research; Engineering; Aerospace engineering; Mechanical engineering","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":[0.0000377493,0.00009873132,0.00009600647,0.00007270262,0.00005342999,0.00005102859,0.0001422628,0.00006700658,0.9974302],"category_scores_gemma":[0.00001577644,0.00009897882,0.00003178051,0.0001529921,0.00001819647,0.00009062001,0.00001315403,0.00009402771,0.9984588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678462,"about_ca_system_score_gemma":0.000004904922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001757088,"about_ca_topic_score_gemma":9.112084e-8,"domain_scores_codex":[0.9995327,0.000006389527,0.0001127766,0.0001059321,0.00008111738,0.0001610891],"domain_scores_gemma":[0.9997132,0.00001376351,0.000006673642,0.0002049675,0.00001453738,0.00004682994],"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":[0.000002794122,0.000005892739,9.155708e-9,0.000003641142,0.000009649572,0.000002408768,0.000007286961,0.003811394,0.00006156765,0.000008017489,0.5659658,0.4301215],"study_design_scores_gemma":[0.00008389697,0.00002823266,0.000005999213,0.00001088002,0.00000357152,0.00000318744,9.428052e-7,0.002803996,0.001139392,0.00003876527,0.9957479,0.0001332095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003501692,0.00004198622,0.00001928004,0.0002129958,0.000002272744,0.00008102748,0.000007516096,0.001839836,0.9974449],"genre_scores_gemma":[0.0007449423,6.901351e-7,0.0004584098,0.00001588381,0.00005078516,0.00002344967,0.00001751159,0.00002098072,0.9986674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4299883,"threshold_uncertainty_score":0.4036239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005061584427374206,"score_gpt":0.1612915057724986,"score_spread":0.1562299213451244,"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."}}