{"id":"W6990627527","doi":"","title":"Drivers of Productivity of Montane and Boreal Breeding Ducks","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Brood; Boreal; Abundance (ecology); Population; Population density; Taiga; Waterfowl","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000820053,0.0001833154,0.0004336512,0.0002040288,0.0002365185,0.000002309775,0.0005221567,0.0002441863,0.005385424],"category_scores_gemma":[0.000004111632,0.0002641911,0.0001479481,0.0004004342,0.0006339368,0.001010996,0.0005108039,0.0003167971,0.000004657431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009204706,"about_ca_system_score_gemma":0.0001238685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217659,"about_ca_topic_score_gemma":0.004676542,"domain_scores_codex":[0.9989242,0.00008300056,0.0001276192,0.0004145127,0.0002718515,0.0001787934],"domain_scores_gemma":[0.9991357,0.00004587381,0.0004634828,0.0002444467,0.00001598199,0.0000945713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007587167,0.0003241817,0.9427269,0.0002026947,0.0001104322,0.0001560554,0.04714445,0.00003366545,0.003971132,0.00002951782,0.0009393648,0.003602952],"study_design_scores_gemma":[0.0005349625,0.0002589218,0.7222914,0.00003490617,0.0002539291,0.000004189633,0.2733456,0.000004970551,0.001949734,0.00006439018,0.001036671,0.000220287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885277,0.00002343616,0.000006436861,0.00008939016,0.000114428,0.0002226907,0.0002514261,0.00002963416,0.01073484],"genre_scores_gemma":[0.9568785,0.0000726276,0.0009121894,0.000003866169,0.000006899912,3.409542e-8,0.0003194051,0.00001263575,0.04179379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262012,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004432757167496136,"score_gpt":0.1613052176001784,"score_spread":0.1568724604326822,"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."}}