{"id":"W4391475822","doi":"10.5962/p.363964","title":"A helicopter-based survey of waterfowl broods in central Ontario","year":2000,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Nature Conservancy of Canada; Ontario Federation of Anglers and Hunters","keywords":"Waterfowl; Geography; Fishery; Aeronautics; Ecology; Engineering; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003108235,0.0003025102,0.0002200698,0.001235511,0.002480276,0.0005611259,0.0006328063,0.0003370041,0.001467459],"category_scores_gemma":[0.0007215703,0.0003786771,0.0002593464,0.002060329,0.0007289776,0.0003790516,0.0006040504,0.0002871573,0.0002627852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01504695,"about_ca_system_score_gemma":0.01682921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921988,"about_ca_topic_score_gemma":0.9984686,"domain_scores_codex":[0.999567,0.00003655801,0.00002541605,0.00006996565,0.0001532281,0.0001478524],"domain_scores_gemma":[0.9987166,0.00005409056,0.0002127149,0.00003078753,0.000620425,0.0003653494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527405,0.00006493658,0.9765165,0.00010645,0.00007726125,0.0003728283,0.005830693,0.0001536301,0.004882107,0.00009557839,0.002021841,0.009725405],"study_design_scores_gemma":[0.000003782109,0.00001730512,0.9975357,0.000009291152,0.000007716628,0.00002415514,0.00122121,0.00006048195,0.00006810105,0.000003313753,0.001045346,0.000003594316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956356,0.0002445546,0.0001359222,0.0001094533,0.00000591336,0.00007388562,0.001927551,0.00001070151,0.001856415],"genre_scores_gemma":[0.9917728,0.0004490902,0.0005971385,0.0001161255,0.000005401044,0.00009127223,0.001902934,0.000006687768,0.005058566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504695,"threshold_uncertainty_score":0.1091738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393377144388561,"score_gpt":0.2073867371087372,"score_spread":0.1934529656648516,"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."}}