{"id":"W2944176751","doi":"10.20944/preprints201905.0060.v1","title":"FLYDE Plate: Open Source Anesthesia Labware for <em>Drosophila</em> Fly-Pushing!","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"University of California, Santa Barbara; Universities Space Research Association; Natural Sciences and Engineering Research Council of Canada; Wilfrid Laurier University","keywords":"Drosophila (subgenus); On the fly; Sorting; Population; Drosophila melanogaster; Biology; Materials science; Computer science; Genetics; Medicine; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001040998,0.001983353,0.001347607,0.00127961,0.0005775975,0.001097197,0.002670837,0.001308226,0.1509034],"category_scores_gemma":[0.001702959,0.001468941,0.001134243,0.0005042852,0.0005491158,0.001442313,0.002103166,0.002326465,0.1598088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155877,"about_ca_system_score_gemma":0.0009374146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007016885,"about_ca_topic_score_gemma":0.001469165,"domain_scores_codex":[0.9993793,0.00003971019,0.00004838843,0.0001490507,0.0002904737,0.00009312413],"domain_scores_gemma":[0.9990059,0.0002092699,0.0000814836,0.0003539493,0.000186555,0.0001630136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001354961,0.0002797223,0.001760977,0.001984768,0.0002343671,0.0004772993,0.0002214782,0.0009541513,0.2440661,0.003941227,0.5636303,0.1810947],"study_design_scores_gemma":[0.0003727184,0.0002461066,0.005570719,0.0002371416,0.0001084231,0.0009035761,0.00003378638,0.00514434,0.2028024,0.00212913,0.782237,0.0002147019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.005766832,0.001187194,0.2702159,0.0003260593,0.0006581537,0.001124517,0.06475707,0.6305677,0.02539649],"genre_scores_gemma":[0.04087464,0.002509337,0.3847062,0.001606807,0.0003748339,0.007429349,0.1636623,0.2904065,0.10843],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9973292,"threshold_uncertainty_score":0.5048221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08881821930741746,"score_gpt":0.3093956966872306,"score_spread":0.2205774773798131,"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."}}