{"id":"W2408531387","doi":"10.1007/978-1-60327-469-2_11","title":"Visualization of PCP Defects in the Eye and Wing of Drosophila melanogaster","year":2008,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Drosophila melanogaster; Wing; Drosophila (subgenus); Biology; Visualization; Neuroscience; Evolutionary biology; Optometry; Computational biology; Computer science; Genetics; Medicine; Artificial intelligence; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007661276,0.00009044383,0.0001720168,0.00009348856,0.00002053228,9.772804e-7,0.0001066344,0.0001955975,0.00000219464],"category_scores_gemma":[0.0001528643,0.00007105886,0.00003691175,0.0001577055,0.0002210931,0.000001921267,0.00007012389,0.00005228733,1.918572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004475316,"about_ca_system_score_gemma":0.00002399013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009375708,"about_ca_topic_score_gemma":0.00001058777,"domain_scores_codex":[0.9985651,0.0008160088,0.0002578603,0.0002024345,0.00003694235,0.0001216815],"domain_scores_gemma":[0.999672,0.0000449081,0.00009319945,0.0001519835,0.00002606685,0.00001182318],"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":[0.000034531,0.00002713169,0.1436176,0.00001141148,0.0000110251,0.000002623261,0.0001609647,0.0000243969,0.8537688,0.0007443293,0.000002057192,0.001595132],"study_design_scores_gemma":[0.0003937639,0.0001886523,0.1685143,0.00001097725,0.000004526432,0.00002381474,0.00003992105,0.000033951,0.8289174,0.001397375,0.000396081,0.00007925434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223791,0.001000162,0.07609864,0.00003350044,0.00004416279,0.0001318439,0.000001747786,0.000001442072,0.0003094377],"genre_scores_gemma":[0.9401183,0.0001610165,0.05948026,0.0001457374,0.00001114603,0.0000107991,0.00005118845,0.000006032226,0.00001548687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489671,"threshold_uncertainty_score":0.2897696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018446681283222,"score_gpt":0.3614486426648225,"score_spread":0.3430019613816004,"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."}}