{"id":"W6931631175","doi":"10.5281/zenodo.7262289","title":"FlyTracker Video Analysis and Data Extraction","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Worksheet; Uncompressed video; MATLAB; Data extraction; Protocol (science); Star (game theory); Video quality; Data collection; Extraction (chemistry)","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":[0.001567343,0.001595218,0.001647616,0.002744272,0.001400457,0.001425562,0.001846003,0.001128002,0.1631423],"category_scores_gemma":[0.003196935,0.0008691202,0.001003164,0.001442856,0.0005365438,0.0009769342,0.001295845,0.00213608,0.08504204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007574023,"about_ca_system_score_gemma":0.001217243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075961,"about_ca_topic_score_gemma":0.004518773,"domain_scores_codex":[0.9986514,0.0001023451,0.0001599116,0.0004420764,0.0005277291,0.000116586],"domain_scores_gemma":[0.9983534,0.0002782319,0.0001172176,0.0004456699,0.0007012716,0.0001043345],"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":[0.001458323,0.000187691,0.001970532,0.002216522,0.0001378738,0.0003180284,0.0002887315,0.001085964,0.2430116,0.004197484,0.5857932,0.1593341],"study_design_scores_gemma":[0.0002531095,0.0002978285,0.008983633,0.0004252196,0.0001293237,0.0007573192,0.000122279,0.008167501,0.2397525,0.00358269,0.7372993,0.0002292425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01146985,0.0008412242,0.4531485,0.000644494,0.001025062,0.00631809,0.3426801,0.1467307,0.03714196],"genre_scores_gemma":[0.02047048,0.001044553,0.5577738,0.001282927,0.0001966192,0.02391449,0.2626323,0.04576369,0.08692119],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1631423,"threshold_uncertainty_score":0.5457653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737039432944535,"score_gpt":0.2942904350111899,"score_spread":0.2569200406817446,"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."}}