{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002623152,0.0001056684,0.00009739535,0.00003430146,0.0001253945,0.00002841887,0.0002092111,0.00003829717,0.002456093],"category_scores_gemma":[0.000009589384,0.00008888788,0.00004900021,0.0003603682,0.00006809393,0.0001025796,0.000233951,0.00007710161,0.02159227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007266999,"about_ca_system_score_gemma":0.00000779282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007485962,"about_ca_topic_score_gemma":0.0005196477,"domain_scores_codex":[0.9989803,0.0000257034,0.0001236679,0.0002572344,0.0003229787,0.0002900699],"domain_scores_gemma":[0.9996223,0.00002061597,0.00003336765,0.0002362555,0.000002660675,0.00008482482],"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":[0.000009691987,0.00005972177,0.06605641,0.0000112703,0.00001547888,0.00007158184,0.002394684,0.001648201,0.0006470294,0.00004041442,0.9160579,0.01298757],"study_design_scores_gemma":[0.0002383673,0.00003822501,0.1845561,0.000006267306,0.000008156787,0.000001747108,0.001648711,0.0005606851,0.0001153473,0.0001275034,0.8125412,0.000157735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741453,0.00004020611,0.00009784851,0.002587915,0.0004371993,0.0002106637,0.00004435426,0.0003912375,0.02204529],"genre_scores_gemma":[0.9462143,0.00005533727,0.00008404733,0.001042768,0.0001942943,0.00003358399,0.00001799315,0.00002920253,0.0523285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184997,"threshold_uncertainty_score":0.9984558,"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."}}