{"id":"W4386519997","doi":"10.29173/bluejay6372","title":"81st Annual Saskatchewan Christmas Bird Count - 2022","year":2023,"lang":"en","type":"article","venue":"Blue Jay","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000411399,0.0007805185,0.0002696693,0.001578159,0.0009144961,0.001061807,0.0006934643,0.0005079188,0.2753746],"category_scores_gemma":[0.0007643405,0.0003021504,0.0002454584,0.00131091,0.000170762,0.0006019506,0.001227275,0.0009491484,0.1569108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327716,"about_ca_system_score_gemma":0.004749586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2918922,"about_ca_topic_score_gemma":0.6347844,"domain_scores_codex":[0.9996438,0.00003021734,0.00001809191,0.00006994421,0.0001446828,0.00009329057],"domain_scores_gemma":[0.9987975,0.00002541174,0.00005602783,0.00006775857,0.0007240127,0.0003292071],"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":[0.00008983475,0.00004664389,0.01017733,0.000111056,0.00001262108,0.0001036345,0.00004347523,0.0000912759,0.0009322251,0.0003710367,0.8968514,0.09116939],"study_design_scores_gemma":[0.00001725954,0.00002407917,0.06711205,0.0001659428,0.000004955304,0.0001083397,0.0002036766,0.0002105807,0.0003930511,0.0001484585,0.931592,0.00001954071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03538179,0.002726727,0.002022539,0.005154364,0.004177737,0.0007156285,0.2399524,0.0017537,0.708115],"genre_scores_gemma":[0.0221655,0.002004351,0.001759181,0.001162729,0.0002628478,0.0003091971,0.06473703,0.000288002,0.9073111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7081078,"threshold_uncertainty_score":0.9212199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145405931239759,"score_gpt":0.212013405117412,"score_spread":0.2048679991861722,"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."}}