{"id":"W6959225485","doi":"10.7944/p95lq187","title":"Evaluation of the Copper River Delta Dusky Canada Goose Survey and the Pacific Flyway's Management Index","year":2022,"lang":"en","type":"other","venue":"FWS DOI Tool Production Environment","topic":"Crystallography and molecular interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flyway; Aerial survey; Delta; Vegetation (pathology); Index (typography); Wildlife; Nest (protein structural motif); Wildlife management","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":[0.01707158,0.0005228753,0.0004204051,0.004001213,0.0008337359,0.00149924,0.001769624,0.0003573648,0.0009793852],"category_scores_gemma":[0.02804421,0.0002408437,0.0004193148,0.005359487,0.00049311,0.0006899501,0.0009871281,0.0004104817,0.0001702639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008257216,"about_ca_system_score_gemma":0.01667841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7052821,"about_ca_topic_score_gemma":0.8556172,"domain_scores_codex":[0.9798828,0.00617421,0.001233708,0.0009667351,0.01083132,0.0009112355],"domain_scores_gemma":[0.9759629,0.002921504,0.003012039,0.0007002153,0.01569965,0.001703684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001123297,0.0001448789,0.9608563,0.00008454647,0.0001186329,0.00005316751,0.0004363105,0.0006726591,0.0001946323,0.0003291935,0.002513753,0.03448359],"study_design_scores_gemma":[0.00003006998,0.0003037548,0.984987,0.00007456059,0.00007065984,0.00004043777,0.001220954,0.00430916,0.0002627007,0.00003586187,0.008645223,0.00001962106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949724,0.001108394,0.005668937,0.001113904,0.000137009,0.005448188,0.01167338,0.0001334796,0.02499271],"genre_scores_gemma":[0.9455169,0.0009791419,0.03199858,0.0003477219,0.00008586652,0.002656744,0.01324541,0.00004293295,0.005126744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7052821,"threshold_uncertainty_score":0.5929071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027753544463399,"score_gpt":0.2021106248014475,"score_spread":0.1918330893568135,"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."}}