{"id":"W4408189568","doi":"10.3390/d17030190","title":"Integrative Taxonomy of Costa Rican Tetrigidae (Orthoptera) Reveals Eight New Species","year":2025,"lang":"en","type":"article","venue":"Diversity","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Orthoptera; Taxonomy (biology); Ecology; Biology; Geography; Puerto rican; Zoology; Ethnology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003250247,0.0002428151,0.000170417,0.001495622,0.0005412151,0.0003983936,0.0002303907,0.000164237,0.00093441],"category_scores_gemma":[0.0003898829,0.00009546288,0.0001278266,0.0009248882,0.0002882198,0.0002488448,0.0004761304,0.0001759646,0.0002188714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406961,"about_ca_system_score_gemma":0.0003510567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01566509,"about_ca_topic_score_gemma":0.04727366,"domain_scores_codex":[0.9998435,0.00002424434,0.00002025463,0.00004810816,0.00003712483,0.00002678991],"domain_scores_gemma":[0.9995719,0.0000411056,0.0001722953,0.00005617472,0.0001256762,0.00003280845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000790769,0.00002493023,0.7982873,0.0002523171,0.00006813832,0.000250872,0.002485783,0.0003106848,0.02579443,0.0004540702,0.0008245418,0.171168],"study_design_scores_gemma":[0.00000148124,0.00002481844,0.9925495,0.00005015108,0.00001739759,0.0002802979,0.0006580164,0.0002973974,0.0004539992,0.00005196746,0.005611017,0.000003878716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862576,0.003268675,0.001705316,0.0001140546,0.00001049063,0.00004652703,0.0009038539,0.00006826285,0.007625289],"genre_scores_gemma":[0.9927699,0.0012628,0.003619749,0.00004809326,0.000008177348,0.00002763545,0.001314352,0.000006699921,0.0009425723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566509,"threshold_uncertainty_score":0.03114778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342615918638569,"score_gpt":0.2281980640972989,"score_spread":0.1847719049109132,"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."}}