{"id":"W6929878411","doi":"10.5281/zenodo.10712035","title":"AutoATESv2.0","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scale (ratio); Terrain; Noise (video); Field (mathematics); Matching (statistics)","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":[0.0006067033,0.001710171,0.0008542878,0.001713158,0.0005552224,0.001654732,0.00206966,0.001136922,0.06062016],"category_scores_gemma":[0.001391015,0.0009428338,0.001012351,0.001153516,0.0003620994,0.0008616516,0.001659694,0.000848364,0.03689166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737906,"about_ca_system_score_gemma":0.0009228254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007099809,"about_ca_topic_score_gemma":0.009501492,"domain_scores_codex":[0.9996118,0.0000511703,0.00002166092,0.000122436,0.0001448303,0.00004810481],"domain_scores_gemma":[0.9997328,0.00006478804,0.00001594687,0.00006911499,0.00009144555,0.00002587628],"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":[0.0006348559,0.0001302309,0.002161446,0.000541322,0.0002828389,0.000185636,0.0002316382,0.02416648,0.01511637,0.008504188,0.6856484,0.2623965],"study_design_scores_gemma":[0.0003768689,0.0001053052,0.003034478,0.00009089393,0.00007795262,0.0003894434,0.00006934149,0.4252872,0.03112342,0.01797289,0.5213268,0.0001454201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007059659,0.0005636159,0.4021458,0.0001447058,0.0003208909,0.0002355517,0.03784065,0.5256975,0.02599175],"genre_scores_gemma":[0.1068037,0.0004607864,0.5607116,0.0005073228,0.0001471328,0.001159506,0.1718629,0.1042512,0.05409583],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.06062016,"threshold_uncertainty_score":0.2027946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140209061269057,"score_gpt":0.2383875445312066,"score_spread":0.1969854539185161,"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."}}