{"id":"W3177400501","doi":"10.22621/cfn.v135i1.2841","title":"\"Essential Ornithology. Second Edition\" by Graham Scott, 2020. [book review]","year":2021,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ornithology; Library science; Biology; Computer science; Ecology; Southern Hemisphere","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":[0.0006268982,0.001293608,0.0008932209,0.001819972,0.001243893,0.002376218,0.001055141,0.001277549,0.07482436],"category_scores_gemma":[0.001526916,0.0005570249,0.0005443858,0.001781174,0.001061105,0.002353076,0.00147053,0.003576522,0.04950622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629532,"about_ca_system_score_gemma":0.004237975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05380893,"about_ca_topic_score_gemma":0.1440206,"domain_scores_codex":[0.9996153,0.00003781028,0.00001797219,0.00004989301,0.000237552,0.00004147866],"domain_scores_gemma":[0.9994123,0.0000907983,0.00003578341,0.00002103835,0.0003291862,0.0001109545],"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":[0.00001201463,0.000002876355,0.00003276615,0.0001099736,0.000001981297,0.00001694394,0.00002182138,0.00002528883,0.00006912337,0.001113311,0.9521133,0.04648069],"study_design_scores_gemma":[0.00000180181,0.000003962559,0.0001724266,0.0001341863,0.000001845656,0.00007870849,0.00002009929,0.00001131777,0.00002260807,0.0006329588,0.9989164,0.000003801572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002807088,0.7613583,0.001443148,0.03222667,0.07684883,0.00006603146,0.0009913357,0.0003764662,0.1264085],"genre_scores_gemma":[0.002395957,0.1906785,0.001368975,0.01205757,0.01371704,0.00004992519,0.0007357796,0.0002587445,0.7787375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07482436,"threshold_uncertainty_score":0.2503124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006462547139495156,"score_gpt":0.2398516174338733,"score_spread":0.2333890702943782,"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."}}