{"id":"W7005082195","doi":"","title":"Performance-Oriented View Planning for Model Acquisition","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automation; Process (computing); Set (abstract data type); Object (grammar); Knowledge acquisition; Data acquisition; Geometric modeling; Object model","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":[],"consensus_categories":[],"category_scores_codex":[0.0008583599,0.0007861108,0.0005981435,0.0007336452,0.0006732941,0.001193109,0.001490465,0.0007688573,0.005014161],"category_scores_gemma":[0.002069757,0.0004919157,0.0006761504,0.001008787,0.001085691,0.001656179,0.001657456,0.001102729,0.002405545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032527,"about_ca_system_score_gemma":0.001116137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751976,"about_ca_topic_score_gemma":0.003246189,"domain_scores_codex":[0.9991365,0.0001622388,0.0000418381,0.0001961149,0.0003898552,0.00007353607],"domain_scores_gemma":[0.9991755,0.0002917762,0.00008013651,0.000247589,0.0001658728,0.00003902645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001074639,0.0000760481,0.0009486003,0.0003997108,0.00004048444,0.0001896017,0.0002564445,0.1860569,0.03660081,0.2734344,0.01106495,0.4908247],"study_design_scores_gemma":[0.00001973797,0.00009838229,0.0004763811,0.00006090569,0.00002515858,0.000303463,0.00008602934,0.8053589,0.01529327,0.1222504,0.05599025,0.00003704574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008142847,0.0001847266,0.9957976,0.00005060996,0.00001105987,0.00002781384,0.00004052915,0.0006210051,0.002452391],"genre_scores_gemma":[0.07579859,0.0006651395,0.9206915,0.00005155521,0.00003852883,0.0001213175,0.0004349455,0.0003013543,0.001897061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005014161,"threshold_uncertainty_score":0.016774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601677683977991,"score_gpt":0.2492446160460807,"score_spread":0.2332278392063008,"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."}}