{"id":"W4391475809","doi":"10.5962/p.363929","title":"Rails: A Guide to the Rails, Crakes, Gallinules and Coots of the World, by Barry Taylor [Review]","year":2000,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":[0.0009303642,0.0001375275,0.0001853149,0.00002165765,0.001353782,0.0001221181,0.0008792853,0.00008371344,0.01269588],"category_scores_gemma":[0.0005305213,0.00006391638,0.00009808179,0.0004379452,0.0002864592,0.0001073824,0.00003564416,0.0002892188,0.0003160388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007466086,"about_ca_system_score_gemma":0.0002081679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2965796,"about_ca_topic_score_gemma":0.9698467,"domain_scores_codex":[0.9984856,0.0003862915,0.0002251038,0.0002004936,0.0003105121,0.0003920173],"domain_scores_gemma":[0.9988621,0.0002562463,0.00007226216,0.0004204885,0.00008197515,0.0003069034],"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":[0.000009159961,0.000004072913,0.00004929022,0.00001638258,0.00002355484,0.000002769809,0.002403486,0.000003332805,0.00005645691,0.005701686,0.9510655,0.04066435],"study_design_scores_gemma":[0.00006163435,0.000006405337,0.0006640633,0.00009744627,0.0000319803,0.00000321354,0.0004729267,0.000004954231,0.0001689635,0.000300333,0.9980758,0.0001122958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04104986,0.008084513,6.774149e-7,0.7164966,0.0004342595,0.0009673043,0.00003474557,0.00002426223,0.2329078],"genre_scores_gemma":[0.733883,0.001020862,0.00001959228,0.05706775,0.0001971462,0.0000251881,0.000007594585,0.000007899798,0.2077709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6928332,"threshold_uncertainty_score":0.9999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722849113799717,"score_gpt":0.277020842917269,"score_spread":0.2597923517792718,"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."}}