{"id":"W7153687324","doi":"","title":"Soper on the Birds of Edmonton","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excuse; Race (biology); Nomenclature; Point (geometry); Code (set theory); Order (exchange); Character (mathematics); Spelling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786113,0.0004651324,0.0001428629,0.0008214293,0.00276671,0.0009220063,0.0002996795,0.0006817215,0.07551495],"category_scores_gemma":[0.0003435469,0.0001480893,0.0001646972,0.0003000837,0.0009721844,0.0005449051,0.001178568,0.001055601,0.007144531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234149,"about_ca_system_score_gemma":0.001170055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1200916,"about_ca_topic_score_gemma":0.514001,"domain_scores_codex":[0.999869,0.00001664183,0.000003058242,0.00003749208,0.00004410915,0.00002968607],"domain_scores_gemma":[0.9998984,0.00001816537,0.000007911003,0.000007423625,0.0000358492,0.00003226805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009290459,0.00003029642,0.004564384,0.000237952,0.00001778034,0.0009932616,0.002140497,0.0001691403,0.002254402,0.0470451,0.6819831,0.2604713],"study_design_scores_gemma":[9.720546e-7,0.00000676329,0.005743657,0.0001496495,0.000001655747,0.0001059038,0.0003525707,0.00001179161,0.00005871548,0.0003406072,0.9932255,0.000002137714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01445918,0.05585512,0.0003015548,0.01793615,0.01276454,0.00004735604,0.0003611547,0.0001043398,0.8981707],"genre_scores_gemma":[0.02074853,0.00808984,0.0003668048,0.00223758,0.001111799,0.00001175623,0.0001210592,0.00002892183,0.9672837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8799084,"threshold_uncertainty_score":0.2526227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878626986146966,"score_gpt":0.1864954705370592,"score_spread":0.1677092006755895,"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."}}