{"id":"W4391502561","doi":"10.5962/p.353877","title":"Sibley's Birding Basics, by David A. Sibley [Review]","year":2003,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Geography and Education Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002325129,0.0001283384,0.0001572591,0.00009890149,0.001684765,0.0001800518,0.0005231359,0.000157318,0.004345369],"category_scores_gemma":[0.001723146,0.0001038018,0.0001142309,0.0008254307,0.0001954297,0.0001538708,0.00001053137,0.0003870033,0.0002008549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648194,"about_ca_system_score_gemma":0.0008778497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4636115,"about_ca_topic_score_gemma":0.7280981,"domain_scores_codex":[0.9980506,0.000718089,0.0001875269,0.0002323093,0.0002545125,0.0005569098],"domain_scores_gemma":[0.9985218,0.0004181253,0.00007279719,0.0003901805,0.0001224688,0.0004746281],"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":[0.000001071175,0.000007633394,0.002610815,0.00003223894,0.00001925678,0.000002558816,0.002536856,9.544323e-7,0.00001294674,0.1094298,0.8802857,0.005060148],"study_design_scores_gemma":[0.00004723244,0.000004845788,0.0003723459,0.00006206931,0.00002562719,0.000001891632,0.001505663,7.184606e-7,0.000122884,0.003192844,0.9945037,0.0001601158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002801577,0.01827946,0.00004414681,0.2277993,0.003609917,0.000621155,0.00004000292,0.00008906404,0.7467154],"genre_scores_gemma":[0.8632094,0.006918133,0.001521489,0.07898595,0.0005622662,0.0000542016,0.00004385884,0.00003101942,0.04867364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8604079,"threshold_uncertainty_score":0.9996149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281175733111061,"score_gpt":0.329774902670367,"score_spread":0.2969631453392564,"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."}}