{"id":"W4243636619","doi":"10.4033/iee","title":"Ideas in Ecology and Evolution","year":2019,"lang":"en","type":"paratext","venue":"Ideas in Ecology and Evolution","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; Wisconsin Department of Natural Resources","keywords":"Ecology; Evolutionary ecology; Geography; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000869155,0.0003295872,0.0005624718,0.0009604473,0.0003815572,0.0000861654,0.0001897211,0.0007256521,0.001657147],"category_scores_gemma":[0.0002050608,0.0003397752,0.00005830084,0.0001645688,0.0008612575,0.0004652124,0.0001125867,0.000707872,0.002253605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009208435,"about_ca_system_score_gemma":0.0005028563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235612,"about_ca_topic_score_gemma":0.07293802,"domain_scores_codex":[0.9975134,0.0003748329,0.0006216721,0.0007191572,0.0001614084,0.000609548],"domain_scores_gemma":[0.9989924,0.0002461233,0.0002905213,0.0002422762,0.0001331171,0.0000954924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001348304,0.000329086,0.4070037,0.0003067053,0.00003581198,0.000006740756,0.007848677,0.0004523002,0.00002843011,0.4470086,0.1364741,0.0003710789],"study_design_scores_gemma":[0.0009536037,0.0002625122,0.8857952,0.0001393018,0.00002768979,0.00002654788,0.002903279,0.001479693,6.118825e-7,0.03884676,0.06909858,0.0004662153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977317,0.006399189,0.00004363934,0.001787062,0.01485521,0.0007875769,0.00004793625,0.0000374667,0.07831024],"genre_scores_gemma":[0.916122,0.0006456298,0.0000254295,0.0002933251,0.0006539843,0.0001048378,0.000109916,0.00001970098,0.08202519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4787915,"threshold_uncertainty_score":0.9999054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014193207399942,"score_gpt":0.2656988111821474,"score_spread":0.245556879108148,"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."}}