{"id":"W4390870714","doi":"10.22621/cfn.v137i1.3325","title":"\"Gulls of North America\" by Fred Shaffer III, 2022 [book review]","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"American History and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Environmental ethics; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006997822,0.001063535,0.0006350466,0.002485051,0.004463152,0.003178252,0.0009619385,0.00232849,0.02403115],"category_scores_gemma":[0.001665783,0.0005058648,0.0003841335,0.003380114,0.002042399,0.003440096,0.002011263,0.003461301,0.00591453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160201,"about_ca_system_score_gemma":0.02472051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6223142,"about_ca_topic_score_gemma":0.8423526,"domain_scores_codex":[0.9994935,0.00008215854,0.00002154073,0.00007547442,0.0002302829,0.00009701881],"domain_scores_gemma":[0.9994708,0.00008059467,0.00002617115,0.00001708556,0.0003275073,0.00007778459],"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":[0.000003369069,0.000001977927,0.00004566551,0.00009195955,0.000001096768,0.00001064391,0.0001098986,0.00001234466,0.00001233192,0.004498511,0.9736636,0.02154863],"study_design_scores_gemma":[9.992981e-7,8.381288e-7,0.0002109287,0.0001758125,0.000001543842,0.00001167082,0.000141397,0.000003867172,0.00000754608,0.0006315783,0.9988115,0.000002154677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000392373,0.7080054,0.0003098861,0.1163393,0.04306463,0.00003286115,0.0006691029,0.0001124505,0.131074],"genre_scores_gemma":[0.007324195,0.3674798,0.0006439301,0.06489276,0.005686995,0.0000966096,0.0006733958,0.0001525592,0.5530497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6223142,"threshold_uncertainty_score":0.7598202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006998360899121913,"score_gpt":0.1995730787720117,"score_spread":0.1925747178728898,"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."}}