{"id":"W7014098436","doi":"","title":"Optimizing Repeat-Visit, Call-Broadcast Nocturnal Surveys for Yellow Rails (Coturnicops noveboracensis)","year":2014,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nocturnal; Occupancy; Wetland; Survey methodology; Aerial survey; Waterfowl; Survey research; Survey data collection","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":[0.001435413,0.000409265,0.000355972,0.0004980058,0.0002577529,0.0003380286,0.0003996819,0.0002636686,0.0004386565],"category_scores_gemma":[0.003463772,0.0002902732,0.0002333701,0.0002760255,0.0001761267,0.0004351672,0.0004018885,0.0001685327,0.0001872042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000560403,"about_ca_system_score_gemma":0.0007609494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194634,"about_ca_topic_score_gemma":0.09507802,"domain_scores_codex":[0.9992494,0.0003229913,0.00004886485,0.0001646403,0.0001276829,0.00008638721],"domain_scores_gemma":[0.9979182,0.0007600251,0.0007647681,0.0001231811,0.0002871756,0.0001466622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005097132,0.0005246061,0.7840359,0.0003240698,0.0001185982,0.00007067937,0.0006842758,0.008045738,0.08009581,0.00006715391,0.0003990782,0.1251244],"study_design_scores_gemma":[0.00002916097,0.001053481,0.9727233,0.00001576906,0.00006617813,0.00008814647,0.0003740877,0.0172388,0.007820575,0.00005328823,0.0005189026,0.00001829743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910149,0.0001239142,0.008166489,0.00003065284,0.000003177616,0.0001273108,0.0001068385,0.00008674066,0.0003399522],"genre_scores_gemma":[0.9600536,0.0001166813,0.0390177,0.0000356982,0.000004262204,0.0001206236,0.0002345951,0.00001274557,0.0004041172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194634,"threshold_uncertainty_score":0.04363722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623289382194675,"score_gpt":0.2075489776431478,"score_spread":0.1913160838212011,"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."}}