{"id":"W4406485747","doi":"10.1016/0967-0653(96)81265-8","title":"10.1016/0967-0653(96)81265-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"LOFAR; Computer science; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001333964,0.003706079,0.002220292,0.003087079,0.003146057,0.004554351,0.003930974,0.006224725,0.9889732],"category_scores_gemma":[0.001766984,0.001317875,0.001787449,0.0028338,0.002917352,0.006895135,0.003663192,0.00341648,0.9935062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277513,"about_ca_system_score_gemma":0.000984611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005161119,"about_ca_topic_score_gemma":0.004457292,"domain_scores_codex":[0.9991416,0.00005627641,0.00008502657,0.0003276368,0.0001862504,0.0002031098],"domain_scores_gemma":[0.9971936,0.0007637151,0.0001529716,0.000332105,0.0006916008,0.000866019],"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":[0.0005628046,0.0002953657,0.001224865,0.0008194165,0.00005979092,0.0004173775,0.0001619641,0.0007010435,0.003277385,0.005478392,0.3912058,0.5957959],"study_design_scores_gemma":[0.00008914113,0.0002143139,0.001019083,0.000517505,0.00002623938,0.0005983351,0.0002506059,0.0003606613,0.0006288086,0.0009410288,0.9953123,0.00004193792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006058624,0.0004650356,0.0009439744,0.0003868001,0.0003785781,0.0001342662,0.0008250531,0.001144962,0.9951155],"genre_scores_gemma":[0.0008164916,0.0002831111,0.0004830154,0.0002855962,0.00008397135,0.00007198504,0.0004847161,0.0002246811,0.9972665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0110268,"threshold_uncertainty_score":0.01572841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007626537179248296,"score_gpt":0.164994175086154,"score_spread":0.1573676379069057,"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."}}