{"id":"W3030870108","doi":"10.29173/bluejay9","title":"75th annual Saskatchewan Christmas Bird Count - 2016","year":2017,"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":"University of Saskatchewan","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000647244,0.0007154578,0.0003199696,0.002006524,0.0007608925,0.0008720032,0.0007711249,0.0003341518,0.02665644],"category_scores_gemma":[0.001320653,0.0003318182,0.000256589,0.002840082,0.0001920513,0.0005517798,0.001045585,0.000701931,0.01101479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006710147,"about_ca_system_score_gemma":0.01369355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8603893,"about_ca_topic_score_gemma":0.9673547,"domain_scores_codex":[0.9996332,0.00002900148,0.00004140344,0.00004922828,0.0001587068,0.0000885342],"domain_scores_gemma":[0.9978437,0.00004152227,0.0001475741,0.00005283485,0.001565011,0.0003491661],"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":[0.0002681139,0.00004555417,0.1178436,0.0003214621,0.0000779791,0.0001832611,0.0001257189,0.0008231134,0.001658577,0.0002824961,0.77828,0.1000902],"study_design_scores_gemma":[0.0000335253,0.00003389555,0.6396882,0.0004215194,0.00003089273,0.0001928144,0.0008882718,0.0008103499,0.001040746,0.0002346443,0.3565676,0.00005755285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1221302,0.008432965,0.002922222,0.00552054,0.003542992,0.0007668276,0.7334945,0.001379862,0.1218099],"genre_scores_gemma":[0.222067,0.01364294,0.007267639,0.00312944,0.0004135407,0.0009202281,0.43815,0.0004238347,0.3139855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1396107,"threshold_uncertainty_score":0.2808658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007916261067054326,"score_gpt":0.2253826629306047,"score_spread":0.2174664018635503,"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."}}