{"id":"W1870160309","doi":"10.31274/etd-180810-3744","title":"The distribution and nest survival of Giant Canada Geese breeding in Iowa","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flyway; Geography; Population; Breeding bird survey; Survey data collection; Breeding pair; Goose; Nest (protein structural motif); Ecology; Fishery; Statistics; Demography; Biology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001434168,0.00009750811,0.00009627449,0.000402073,0.0002474659,0.0002725821,0.0001854099,0.0001932697,0.0007194387],"category_scores_gemma":[0.0005192222,0.0001170901,0.00009156845,0.0002734087,0.0002244936,0.0001504965,0.0001940482,0.0001119565,0.0001318142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009662565,"about_ca_system_score_gemma":0.0003986301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3769481,"about_ca_topic_score_gemma":0.7519529,"domain_scores_codex":[0.9999168,0.00001175286,0.000005683512,0.00002649606,0.00001449539,0.00002468282],"domain_scores_gemma":[0.9994279,0.00008900087,0.0001461085,0.00003015166,0.0001064117,0.0002005448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004458958,0.00001457872,0.9966382,0.000003616383,0.00001456477,0.00004776789,0.0001846612,0.00007142471,0.0009941503,0.0000141419,0.0001782391,0.001794081],"study_design_scores_gemma":[9.960602e-7,0.00001642985,0.9994671,0.000002199908,0.000002932538,0.00003819923,0.0002064974,0.0001064854,0.00002868911,0.000004015536,0.000124916,0.000001566621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995033,0.00003262101,0.00002402259,0.000008279879,6.609254e-7,0.000001359923,0.0002181598,0.000001713468,0.0002098783],"genre_scores_gemma":[0.9991089,0.00004413185,0.0000867104,0.00001209389,5.361058e-7,0.000003920721,0.0004168485,0.000001613089,0.0003251068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769481,"threshold_uncertainty_score":0.749508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011773975268161,"score_gpt":0.2384258707806387,"score_spread":0.2283081310279571,"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."}}