{"id":"W6940355114","doi":"10.7944/avtd-j831","title":"Alaska Yukon-Kuskokwim Delta Nesting Waterfowl Distance Sampling Survey 2022","year":2024,"lang":"en","type":"other","venue":"FWS DOI Tool Production Environment","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Waterfowl; Nesting (process); Sampling (signal processing); Distance sampling; Shore; Sample (material)","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":[0.0001396646,0.0002186726,0.000121533,0.00117308,0.0008437628,0.0003470135,0.0003082519,0.0002488362,0.01381307],"category_scores_gemma":[0.0002509048,0.0002180118,0.0001341599,0.001391811,0.0001256359,0.0002156979,0.000422757,0.0001773728,0.00294703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272522,"about_ca_system_score_gemma":0.004525557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6147091,"about_ca_topic_score_gemma":0.8586398,"domain_scores_codex":[0.9999106,0.000006377295,0.000007900069,0.00002661051,0.00002625949,0.00002226723],"domain_scores_gemma":[0.9997159,0.0000237279,0.000038937,0.00001896229,0.0001435973,0.00005886471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002433146,0.00009873701,0.8067079,0.0003087505,0.00008215868,0.0006998188,0.002577065,0.0006590083,0.002621887,0.000824813,0.06943429,0.1157424],"study_design_scores_gemma":[0.000009810886,0.00002658965,0.9373707,0.0001201302,0.00002296199,0.00012431,0.002915259,0.0004431202,0.0005572682,0.00007792254,0.05831796,0.00001408303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700546,0.000775609,0.001323581,0.0002091509,0.00005593269,0.0002501147,0.1398711,0.00022811,0.08723181],"genre_scores_gemma":[0.7242405,0.001390061,0.009676907,0.0002515966,0.00001615843,0.0006663275,0.1101471,0.0001192745,0.1534922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6147091,"threshold_uncertainty_score":0.77512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526969650716694,"score_gpt":0.2183702705531253,"score_spread":0.1931005740459584,"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."}}