{"id":"W4391475728","doi":"10.5962/p.364049","title":"Birder's Field Notebook and Birder's Life List and Master Reference, by Jeffrey Whiting [Review]","year":2000,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whiting; Field (mathematics); Operations research; Library science; Computer science; Engineering; Fishery; Fish <Actinopterygii>; Mathematics; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001671176,0.0001345653,0.0001408069,0.0000167709,0.0007299543,0.0001696361,0.0002100477,0.00009335931,0.006952165],"category_scores_gemma":[0.0001977803,0.00005542493,0.00002255628,0.0002121331,0.0001009798,0.0001091162,0.00004070142,0.000232031,0.0001055635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002791025,"about_ca_system_score_gemma":0.00004018723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1620769,"about_ca_topic_score_gemma":0.4331278,"domain_scores_codex":[0.9991723,0.00004660281,0.0001704866,0.0002377356,0.0001192973,0.0002535382],"domain_scores_gemma":[0.9992519,0.0003495362,0.00004730161,0.00008403973,0.00009188466,0.0001753544],"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":[0.000006735339,0.000008013397,0.002656873,0.00002868297,0.00002550356,0.000002429691,0.0001451669,1.368127e-7,0.000235668,0.002401935,0.933008,0.06148089],"study_design_scores_gemma":[0.00005264735,0.00003573946,0.01165646,0.00009599602,0.00002021313,0.000009478953,0.000328067,0.000007013138,0.00005110923,0.000305362,0.9872428,0.0001950761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4659962,0.008158504,9.872982e-8,0.4014748,0.0002213591,0.0004235197,0.0002064386,0.00005076985,0.1234683],"genre_scores_gemma":[0.9161221,0.001779881,0.00002263833,0.06345715,0.0001990766,0.00002083864,0.00008971888,0.000001712708,0.01830683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4501259,"threshold_uncertainty_score":0.9939556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458328847076451,"score_gpt":0.2331950420396519,"score_spread":0.1986117535688874,"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."}}