{"id":"W4391622415","doi":"10.11606/issn.2316-9079.v22i2p203-208","title":"Book review: Frogs of the United States and Canada","year":2023,"lang":"en","type":"article","venue":"Phyllomedusa Journal of Herpetology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","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":[0.0004800308,0.0009598497,0.0009860778,0.003415277,0.003496279,0.004089355,0.001067618,0.001066913,0.06785661],"category_scores_gemma":[0.002591298,0.0003301946,0.0003876337,0.009231573,0.001039856,0.001419586,0.0008484666,0.001715672,0.01439673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385267,"about_ca_system_score_gemma":0.03930805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7690151,"about_ca_topic_score_gemma":0.9088292,"domain_scores_codex":[0.9993338,0.00002905798,0.00002720264,0.00005458409,0.0004787688,0.00007662697],"domain_scores_gemma":[0.9970683,0.0001932694,0.00007352697,0.00003919221,0.00230297,0.000322648],"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":[0.000005518149,0.000004347567,0.00009268519,0.0002171698,0.000002974162,0.00002366884,0.00004107193,0.00004181292,0.00004220694,0.0007823484,0.971102,0.02764421],"study_design_scores_gemma":[0.00000130499,0.000002344535,0.0006147697,0.0003619279,0.000005245942,0.00004898248,0.00007551034,0.000008604866,0.00001609216,0.000128399,0.998732,0.000004803349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006488498,0.7379063,0.0002940182,0.024224,0.04953918,0.00008665008,0.00214817,0.0001603979,0.1849924],"genre_scores_gemma":[0.005690086,0.5275341,0.0007560328,0.009737777,0.006605262,0.00006896337,0.001674653,0.0001094245,0.4478237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2309849,"threshold_uncertainty_score":0.4646903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006214971512633371,"score_gpt":0.2146928991308525,"score_spread":0.2084779276182191,"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."}}