{"id":"W4406671765","doi":"10.1016/b978-0-08-051430-7.50017-6","title":"10.1016/b978-0-08-051430-7.50017-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002961121,0.0005040805,0.0005593641,0.000452733,0.0001491434,0.0001012904,0.001916786,0.0006956739,0.9602295],"category_scores_gemma":[0.00002575744,0.0005129289,0.0002034514,0.0001085833,0.00008858097,0.0001576388,0.0001294134,0.0005174985,0.9967433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080686,"about_ca_system_score_gemma":0.0000863814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000760368,"about_ca_topic_score_gemma":3.550943e-7,"domain_scores_codex":[0.9975753,0.00003324718,0.0004564951,0.000875161,0.0005658898,0.0004938933],"domain_scores_gemma":[0.9977568,0.00005196835,0.0001894799,0.001684542,0.0001192152,0.0001979453],"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":[0.00002053407,0.00002415814,1.147651e-8,0.0000180811,0.0001022812,0.00007128864,0.00001609537,0.000007593039,0.00008306584,0.003357826,0.2829536,0.7133455],"study_design_scores_gemma":[0.0002027763,0.0001653742,5.502353e-7,0.0001686367,0.00003140852,0.00007021488,1.374966e-7,0.00005984948,0.0002201733,0.0009513519,0.9975674,0.0005621011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.666966e-7,0.0004061536,0.0001250613,0.0004175876,0.0000258012,0.0005092165,0.00001625254,0.001056552,0.9974431],"genre_scores_gemma":[0.000004339287,7.612668e-7,0.0004673113,0.00009463244,0.0002520069,0.00002522747,0.00001533512,0.00006188037,0.9990785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7146139,"threshold_uncertainty_score":0.9997323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752139731234541,"score_gpt":0.1816575747783692,"score_spread":0.1641361774660238,"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."}}