{"id":"W2981000729","doi":"10.1101/805705","title":"A meta-analysis of global avian survival across species and latitude","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Passerine; Latitude; Temperate climate; Southern Hemisphere; Biology; Ecology; Northern Hemisphere; Avian clutch size; Tropical climate; Tropics; Abundance (ecology); Geography; Climatology; Reproduction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01239451,0.001722148,0.003891555,0.00430393,0.0008078961,0.002265035,0.001711149,0.001251379,0.003783013],"category_scores_gemma":[0.01241328,0.0007736241,0.01630219,0.005579505,0.00065633,0.001118005,0.001441854,0.001639119,0.0003126963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867718,"about_ca_system_score_gemma":0.0006222801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006800237,"about_ca_topic_score_gemma":0.007655953,"domain_scores_codex":[0.9927887,0.00383232,0.0005711,0.00221832,0.0003132434,0.0002762344],"domain_scores_gemma":[0.9829999,0.01231963,0.001504268,0.002157024,0.000573363,0.000445866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001901172,0.00003385046,0.4091914,0.004554836,0.5664206,0.0003389142,0.0001288317,0.005627742,0.001691517,0.0005915666,0.001402672,0.008116858],"study_design_scores_gemma":[0.0004174327,0.0006443025,0.4381149,0.001352875,0.5334723,0.0005668315,0.0003946349,0.01725049,0.001106077,0.002800088,0.003786028,0.00009412326],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7712559,0.1854472,0.02521881,0.00206306,0.0006369557,0.00008666624,0.0131088,0.0006251913,0.001557542],"genre_scores_gemma":[0.9903758,0.004496707,0.002826837,0.0002052366,0.00009567109,0.00005500486,0.001688172,0.00007477287,0.0001818242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239451,"threshold_uncertainty_score":0.06554925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995080191645122,"score_gpt":0.2600442665359589,"score_spread":0.2200934646195076,"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."}}