{"id":"W3176648264","doi":"10.1080/01677063.2021.1940169","title":"Marla Sokolowski Retrospectively","year":2021,"lang":"en","type":"article","venue":"Journal of Neurogenetics","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Drosophila melanogaster; Drosophila (subgenus); Scientific discovery; Psychology; Foraging; Genetics; Biology; Ecology; Cognitive science; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007497732,0.0006013145,0.0004056308,0.001056355,0.0008442972,0.002427363,0.0006898255,0.001177364,0.07027801],"category_scores_gemma":[0.002477891,0.0001971303,0.0002822234,0.0004986169,0.0006422642,0.001710107,0.001376916,0.002189425,0.06601554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441066,"about_ca_system_score_gemma":0.001297047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007096701,"about_ca_topic_score_gemma":0.001045656,"domain_scores_codex":[0.9992725,0.00007589813,0.00003764565,0.0002415857,0.0002870817,0.0000853086],"domain_scores_gemma":[0.9989867,0.0001634333,0.00008401758,0.00005596852,0.0003340712,0.000375797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009606694,0.00005644334,0.0006522134,0.0006128732,0.0000142811,0.0003013734,0.0003620786,0.0001673408,0.002178182,0.02572881,0.5561812,0.4136492],"study_design_scores_gemma":[0.000002326041,0.00001377504,0.0002678613,0.00008825558,0.00000351906,0.0003740038,0.00005016729,0.00005017792,0.0004067257,0.001441482,0.9972964,0.00000531155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.009099024,0.3397543,0.02296061,0.1175208,0.09257076,0.0001604123,0.001257802,0.00202409,0.4146523],"genre_scores_gemma":[0.05435181,0.1698887,0.007810476,0.017042,0.01877069,0.0002094312,0.001113502,0.0007250135,0.7300884],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07027801,"threshold_uncertainty_score":0.2351034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290800428154453,"score_gpt":0.3077770083094027,"score_spread":0.2648690040278582,"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."}}