{"id":"W2743056766","doi":"10.1016/s0967-0653(98)85509-9","title":"10.1016/s0967-0653(98)85509-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Calipers; SIGNAL (programming language); Computer science; Mathematics","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":[0.00009252546,0.0001250565,0.0001503287,0.00007482873,0.00003687924,0.00003459931,0.0001423353,0.00004365539,0.9990412],"category_scores_gemma":[0.000007891765,0.0001256118,0.00007713793,0.0002415148,0.000008241672,0.00007678335,0.000009303744,0.00007722754,0.9991928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390225,"about_ca_system_score_gemma":0.00000478022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009329679,"about_ca_topic_score_gemma":4.839914e-7,"domain_scores_codex":[0.9993315,0.00001054141,0.0001333097,0.0001253399,0.0001724656,0.000226834],"domain_scores_gemma":[0.9996564,0.000009773505,0.000006195844,0.0002068804,0.00001965088,0.0001010762],"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":[0.00000765919,0.00001266486,5.217708e-8,0.000008905059,0.00005932476,0.000002874555,0.00001314894,0.008693629,0.000150345,2.173599e-7,0.5326387,0.4584125],"study_design_scores_gemma":[0.0001164587,0.00001871849,0.000004604578,0.00001198409,0.00003549627,7.263955e-7,4.957753e-7,0.008022548,0.0004134598,0.000002216375,0.9912059,0.0001673616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003202931,0.0001302698,0.000005773772,0.00005622585,0.000001766027,0.0000604476,0.000004233607,0.0003341564,0.9990869],"genre_scores_gemma":[0.0004833383,6.298659e-7,0.00009534613,0.0000103147,0.0001487792,0.000009370714,0.0000117671,0.00002834468,0.9992121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4585673,"threshold_uncertainty_score":0.5122302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006505968577973613,"score_gpt":0.1503890774422485,"score_spread":0.1438831088642749,"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."}}