{"id":"W4232250011","doi":"10.32469/10355/67680","title":"Heterogeneity in body condition, survival, and seasonal origins among lesser snow and Ross's geese","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada","keywords":"Overwintering; Anatidae; Population; Habitat; Snow; Goose; Ecology; Biology; Population growth; Geography; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005080717,0.0000852959,0.0001819203,0.0004495363,0.0003130259,0.0003054034,0.0001564022,0.0001197827,0.0005160558],"category_scores_gemma":[0.001044003,0.00009933519,0.0002010327,0.0002931156,0.0002950685,0.0002216542,0.0003578917,0.0001564986,0.00005614539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612501,"about_ca_system_score_gemma":0.0001667504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508576,"about_ca_topic_score_gemma":0.07776686,"domain_scores_codex":[0.9997904,0.00004082526,0.00001742728,0.0000753826,0.00003793415,0.00003812183],"domain_scores_gemma":[0.9994717,0.0001302749,0.0002228763,0.00006358034,0.00005490725,0.00005661385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004485524,0.00001056122,0.9933548,0.000005579826,0.00004648758,0.00004526106,0.0006214287,0.0001266252,0.002793677,0.00005082329,0.00005092338,0.002848989],"study_design_scores_gemma":[3.992658e-7,0.00001153798,0.9994112,0.0000015512,0.000004642636,0.0000303186,0.0002465481,0.0001406711,0.00005361863,0.00002399131,0.0000742074,0.00000136557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997377,0.00001574447,0.0000948837,0.000007236551,4.138731e-7,0.000001089938,0.00003390525,0.000001229002,0.0001078183],"genre_scores_gemma":[0.999652,0.00001268206,0.0001057474,0.000007112032,7.557795e-7,0.000002295808,0.00009840551,0.000001448619,0.0001195799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508576,"threshold_uncertainty_score":0.02999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043044167902092,"score_gpt":0.2787300032812469,"score_spread":0.268299561602226,"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."}}