{"id":"W2183931746","doi":"10.11646/zootaxa.4052.2.8","title":"Psephenops panamaensis sp. nov. (Coleoptera: Byrrhoidea: Psephenidae) from Panama","year":2015,"lang":"en","type":"letter","venue":"Zootaxa","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Panama; Biology; Subspecies; Subfamily; Genus; Zoology; Ecology","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":[0.000289692,0.0002495735,0.0001719035,0.0002409887,0.0009533288,0.0005697895,0.0003040179,0.003155134,0.002999203],"category_scores_gemma":[0.001499272,0.0001945319,0.0001508729,0.0001849721,0.0006237657,0.0007568723,0.000528247,0.003875188,0.002469237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471253,"about_ca_system_score_gemma":0.0004074352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005790831,"about_ca_topic_score_gemma":0.02101102,"domain_scores_codex":[0.9998286,0.00002388497,0.00003150789,0.00003447514,0.00005789124,0.0000235864],"domain_scores_gemma":[0.9993528,0.0001570191,0.0001849481,0.00006022199,0.0001617518,0.00008335614],"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":[0.0002286858,0.0001614924,0.04635265,0.0006453323,0.0000377744,0.05005293,0.002166272,0.0001861886,0.005734449,0.004607551,0.5382935,0.3515332],"study_design_scores_gemma":[0.00003935229,0.0001872947,0.07100811,0.000481256,0.00004409543,0.05236312,0.001424993,0.0004205848,0.001170556,0.003202952,0.869627,0.00003072643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1489248,0.03031252,0.003084166,0.6195799,0.02311646,0.0002599623,0.0008303052,0.000375421,0.1735165],"genre_scores_gemma":[0.4946198,0.03164287,0.004516782,0.3303955,0.0279733,0.0002179149,0.0009199847,0.00007723652,0.1096366],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005790831,"threshold_uncertainty_score":0.01151425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462230100618039,"score_gpt":0.2131423556993934,"score_spread":0.198520054693213,"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."}}