{"id":"W2729737881","doi":"10.22543/0090-0222.1011","title":"A Naturalist's Guide to Ontario (book review)","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturalism; Biology; Art history; Environmental ethics; Library science; History; Epistemology; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008155812,0.001183369,0.0009495098,0.003512942,0.002377949,0.002854139,0.001677551,0.001128621,0.1749717],"category_scores_gemma":[0.002191203,0.0007089201,0.0005376342,0.006827036,0.0007901091,0.002089865,0.001493551,0.001485634,0.1206406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008913052,"about_ca_system_score_gemma":0.02408864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5186051,"about_ca_topic_score_gemma":0.7992899,"domain_scores_codex":[0.9992575,0.00003792196,0.00003945773,0.00007100962,0.0005103383,0.00008378676],"domain_scores_gemma":[0.9987314,0.00008658198,0.00006463852,0.00005173282,0.0009154003,0.000150125],"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":[0.000005763184,0.000005452649,0.00005469114,0.0002732252,0.00000134775,0.0000308701,0.00006822566,0.00001762626,0.00006303196,0.0006272823,0.9354131,0.06343945],"study_design_scores_gemma":[7.578188e-7,0.000001503195,0.0002028288,0.0001320485,0.000001049576,0.00002779347,0.00002401402,0.000003857274,0.000008992026,0.00009656014,0.9994982,0.000002236474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006277213,0.4774822,0.002023401,0.01688747,0.009150417,0.0003450777,0.01480508,0.001344581,0.4773341],"genre_scores_gemma":[0.002154571,0.1845728,0.002682094,0.004322381,0.001047096,0.0001980615,0.005851389,0.0003411472,0.7988304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4813949,"threshold_uncertainty_score":0.9684598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496650790859909,"score_gpt":0.2612030710844124,"score_spread":0.2262365631758133,"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."}}