{"id":"W7095195894","doi":"","title":"PERFORMANCE AND PROVIDING BIOLOGICAL EVIDENCE FOR MOTION CHANGE DETECTORS","year":2007,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microform; Motion (physics); Permission; Electronic materials; Electronic mail; Electronic equipment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001798241,0.000511594,0.0004959204,0.0009536961,0.000425029,0.002094505,0.0008480763,0.001611743,0.005940273],"category_scores_gemma":[0.01802085,0.0004206289,0.0003286999,0.0009285157,0.001030956,0.00313109,0.001029467,0.0009940644,0.002195545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009744518,"about_ca_system_score_gemma":0.0005193747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653482,"about_ca_topic_score_gemma":0.001178938,"domain_scores_codex":[0.9992213,0.0001881183,0.00002739556,0.0002546189,0.0001992593,0.000109291],"domain_scores_gemma":[0.9945418,0.003108703,0.0004454029,0.0008890769,0.0007607457,0.0002541739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001708042,0.0004045811,0.03259283,0.0005160035,0.0001787326,0.0005324436,0.0004605179,0.08886703,0.4727483,0.08608343,0.008370496,0.3075377],"study_design_scores_gemma":[0.00008960295,0.0005955672,0.03173397,0.000051747,0.0001259492,0.0008622493,0.0002724503,0.7325445,0.1648233,0.06046357,0.008324158,0.0001128862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5539142,0.001826117,0.4066477,0.002341454,0.0003459449,0.0001371221,0.0009936453,0.002441373,0.0313523],"genre_scores_gemma":[0.9570997,0.0003877965,0.03871172,0.0002050193,0.00005862886,0.00004386746,0.0007334436,0.0002411958,0.002518509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005940273,"threshold_uncertainty_score":0.01987213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07553081933982368,"score_gpt":0.3327934062462462,"score_spread":0.2572625869064225,"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."}}