{"id":"W4406202383","doi":"10.29173/bluejay6399","title":"82nd Annual Saskatchewan Christmas Bird Count-2023","year":2024,"lang":"en","type":"article","venue":"Blue Jay","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0001961897,0.0001141742,0.00009048727,0.00002947309,0.0000748977,0.00007785035,0.0001715068,0.00004374954,0.002268827],"category_scores_gemma":[0.0000055118,0.00009045784,0.00005749022,0.0002156153,0.00007257096,0.0001477864,0.0001410332,0.00009536938,0.01088722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007690251,"about_ca_system_score_gemma":0.000010226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008048779,"about_ca_topic_score_gemma":0.0008313425,"domain_scores_codex":[0.99906,0.00001981826,0.0001219334,0.0002927268,0.0002670641,0.000238419],"domain_scores_gemma":[0.9996856,0.00002397453,0.00001574831,0.0001925663,0.000002136498,0.00007999154],"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":[0.0000104981,0.00007670942,0.01833221,0.00005636164,0.00004231849,0.0001938173,0.003813015,0.0005339414,0.0007151275,0.0002359935,0.921624,0.054366],"study_design_scores_gemma":[0.0001148319,0.00003494732,0.02966696,0.00002417138,0.00001559742,0.000004727866,0.0008432462,0.0006364432,0.0001078384,0.0001992843,0.9681975,0.0001544093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060873,0.000816765,0.0008498853,0.004245684,0.001498354,0.000352671,0.0000872612,0.0006253371,0.08543671],"genre_scores_gemma":[0.9480399,0.00004074893,0.0002005691,0.0007751663,0.0002905472,0.00001942877,0.000006801564,0.00002957732,0.05059723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05421159,"threshold_uncertainty_score":0.9986432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005691190586843252,"score_gpt":0.2132794990949949,"score_spread":0.2075883085081517,"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."}}