{"id":"W7061692650","doi":"","title":"Recommended Methods for Monitoring Change in Landbird Populations by Counting and Capturing Migrants","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Natural Resources","keywords":"Population; Data collection; Quality (philosophy); Statistical analysis; Sample (material); Immigration","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008424892,0.002623799,0.001616152,0.006090483,0.001795733,0.002019504,0.006551612,0.004876977,0.09845394],"category_scores_gemma":[0.03484326,0.001538701,0.001212006,0.003810754,0.001280627,0.002092653,0.001212594,0.002313338,0.05025782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002993834,"about_ca_system_score_gemma":0.00551356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03398845,"about_ca_topic_score_gemma":0.1076617,"domain_scores_codex":[0.9933838,0.001988112,0.0005897849,0.0004373573,0.003352438,0.0002484642],"domain_scores_gemma":[0.9534186,0.006302108,0.002932947,0.003186874,0.03258666,0.001572888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002398066,0.0009437237,0.008928404,0.001353725,0.00007930781,0.00008937898,0.0001723735,0.003946793,0.003614833,0.001174174,0.5518025,0.427655],"study_design_scores_gemma":[0.001372318,0.00141356,0.1343439,0.004647067,0.0006477865,0.0006832365,0.001010324,0.02392231,0.02605296,0.01259894,0.7927871,0.0005205632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03254271,0.01461264,0.4345121,0.06639561,0.02231988,0.03921845,0.1019095,0.02910355,0.2593855],"genre_scores_gemma":[0.05324494,0.009459587,0.6582965,0.01003787,0.002241773,0.03402032,0.02791225,0.001335441,0.2034513],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09845394,"threshold_uncertainty_score":0.3293613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232093065339002,"score_gpt":0.2718495326887723,"score_spread":0.2195286020353823,"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."}}