{"id":"W2058124422","doi":"10.1675/063.034.0212","title":"Least Bittern (<i>Ixobrychus exilis</i>) Survey Protocol","year":2011,"lang":"en","type":"article","venue":"Waterbirds","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Protocol (science); Abundance (ecology); Marsh; Geography; Relative species abundance; Ecology; Habitat; Medicine; Biology; Wetland","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006033505,0.0008048935,0.0007051952,0.001371472,0.00164359,0.0006762768,0.00134491,0.0009944129,0.06226009],"category_scores_gemma":[0.008845879,0.0005262904,0.0004627434,0.0007534598,0.0006379891,0.0005860234,0.001115945,0.001478838,0.01996371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282497,"about_ca_system_score_gemma":0.00334631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254539,"about_ca_topic_score_gemma":0.02701141,"domain_scores_codex":[0.9969388,0.00132144,0.0005157271,0.0003952087,0.0004995808,0.0003291308],"domain_scores_gemma":[0.9924513,0.00133335,0.0007543077,0.001370106,0.003526652,0.0005642867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006096002,0.003550695,0.03906696,0.003797414,0.000122563,0.001313268,0.002849665,0.00252464,0.02859722,0.007706226,0.4993317,0.4050438],"study_design_scores_gemma":[0.0011419,0.004368384,0.1211872,0.001706689,0.0001324895,0.001040056,0.003306068,0.005099802,0.01343837,0.003756813,0.8446119,0.0002102167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06229753,0.0004660931,0.1088272,0.002358406,0.0014688,0.6453674,0.06735944,0.00334725,0.1085079],"genre_scores_gemma":[0.07267115,0.001185911,0.09234091,0.002070956,0.0002953466,0.7644667,0.02478788,0.000233634,0.04194746],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06226009,"threshold_uncertainty_score":0.2082807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05134117489593203,"score_gpt":0.258957610773865,"score_spread":0.207616435877933,"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."}}