{"id":"W4406436817","doi":"10.1016/0967-0653(94)93252-2","title":"10.1016/0967-0653(94)93252-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00004387118,0.0001250879,0.0001642473,0.00007266291,0.00002838778,0.00001151067,0.0001614297,0.0001143251,0.9921586],"category_scores_gemma":[0.000002026595,0.0001278904,0.00004447053,0.0001604319,0.00001500908,0.00004802926,0.000006296314,0.0001130222,0.9946093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356541,"about_ca_system_score_gemma":0.00000456888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000024237,"about_ca_topic_score_gemma":0.000001122822,"domain_scores_codex":[0.99937,0.000004661298,0.00016154,0.0001369221,0.00007879324,0.0002480663],"domain_scores_gemma":[0.999633,0.000008359943,0.000007077914,0.0002650032,0.0000102498,0.00007627151],"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":[0.000009950042,0.00001667054,4.777812e-7,0.00002744006,0.00003514557,0.00002182147,0.00002117719,0.001876111,0.0001630048,0.00001039802,0.1504702,0.8473476],"study_design_scores_gemma":[0.0001272639,0.00003634584,0.00004468041,0.00001509863,0.000008165527,0.00001241556,5.128501e-7,0.0003951137,0.0002323281,0.000006960206,0.9989637,0.0001574902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001728027,0.0001723339,0.00001173406,0.00005194641,0.00000411991,0.0001241356,0.00001669749,0.001186068,0.9967049],"genre_scores_gemma":[0.007951993,3.854506e-7,0.0001006341,0.00000527467,0.00007952387,0.00002274741,0.00001216263,0.00003856672,0.9917887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8484934,"threshold_uncertainty_score":0.521522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003408723141242258,"score_gpt":0.1368423484875153,"score_spread":0.133433625346273,"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."}}