{"id":"W2942876265","doi":"10.29173/bluejay293","title":"Book Review: How to Be a Better Birder by Derek Lovitch","year":2013,"lang":"en","type":"article","venue":"Blue Jay","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.00106844,0.001253059,0.001540266,0.001312465,0.0008888211,0.002788352,0.001189857,0.003070786,0.03696932],"category_scores_gemma":[0.004794261,0.000416737,0.0005100892,0.001055193,0.0007478487,0.003285065,0.001747633,0.004939693,0.03362029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350821,"about_ca_system_score_gemma":0.001239982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669626,"about_ca_topic_score_gemma":0.009027021,"domain_scores_codex":[0.9993222,0.0001611088,0.00004032769,0.0001125251,0.0003166602,0.00004718752],"domain_scores_gemma":[0.9974937,0.0006696044,0.0001402341,0.00006324367,0.001059578,0.0005736321],"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":[0.000004235063,0.000003107906,0.00001791539,0.0000560206,0.000001983903,0.00001609434,0.000006890457,0.0000127568,0.00002884131,0.0001962492,0.9900601,0.009595838],"study_design_scores_gemma":[0.000004903572,0.000009808889,0.0001212543,0.0000993627,0.000003784333,0.0001640109,0.00002165642,0.00001697266,0.00002684051,0.0003238431,0.9992024,0.000005121351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003646351,0.3408574,0.001170316,0.2146847,0.3937186,0.00008077471,0.0002435868,0.0002779753,0.04860194],"genre_scores_gemma":[0.00251553,0.1286995,0.001127884,0.124816,0.1874189,0.0001143642,0.0002921797,0.0004178469,0.5545977],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03696932,"threshold_uncertainty_score":0.1236748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606083172658664,"score_gpt":0.2328975049990752,"score_spread":0.2168366732724886,"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."}}