{"id":"W7103621578","doi":"","title":"SURVEYS AND POPULATION ESTIMATES OF A DISTINCTIVE SUBPOPULATION OF\\nSANDHILL CRANES IN THE FRASER RIVER LOWLANDS OF BRITISH COLUMBIA","year":2022,"lang":"","type":"article","venue":"Insecta mundi","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sandhill; Aerial survey; Overwintering; Transect; Population; Wetland; Waterfowl; Survey methodology","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":[0.0003170052,0.0002207715,0.0001897303,0.0022716,0.001193061,0.0007319626,0.0006131644,0.0002132715,0.002201166],"category_scores_gemma":[0.001085621,0.0002576234,0.0001255306,0.002335824,0.0004736116,0.0002350995,0.0004107133,0.0003184051,0.0003813859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005451004,"about_ca_system_score_gemma":0.003631669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9509704,"about_ca_topic_score_gemma":0.9912649,"domain_scores_codex":[0.9996477,0.00004172933,0.0000277911,0.00009531738,0.00009372434,0.00009378075],"domain_scores_gemma":[0.9991202,0.00009912738,0.0001912847,0.00006428179,0.0003826346,0.0001424554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004072611,0.00003946489,0.9748355,0.00004992589,0.00003090965,0.0001190012,0.002026116,0.0005359448,0.001640687,0.00007461801,0.001116514,0.01949056],"study_design_scores_gemma":[0.000001988965,0.000009402256,0.998151,0.00001528237,0.000004897543,0.00002230776,0.0008946108,0.0002189329,0.00005124543,0.000006284643,0.000620021,0.000004014209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961926,0.0001350188,0.0001588352,0.00002739061,0.000001461562,0.00005395505,0.001421773,0.000012564,0.00199638],"genre_scores_gemma":[0.9944198,0.0002145332,0.001150128,0.00002476361,0.000001823879,0.00005695242,0.002302851,0.000005453926,0.001823797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04902959,"threshold_uncertainty_score":0.09863663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130212502865552,"score_gpt":0.2241529207926833,"score_spread":0.2128507957640277,"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."}}