{"id":"W4304112241","doi":"10.11646/zootaxa.5195.2.9","title":"Cabamofa alexsmithi sp. nov., the second species of Cabamofa in Costa Rica (Diptera: Bibionomorpha: Sciaroidea incertae sedis)","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Incertae sedis; Biology; Zoology; Taxonomy (biology); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004883135,0.0001862386,0.0002903503,0.00004739286,0.0004092251,0.00005064185,0.0006177069,0.00006781872,0.006304754],"category_scores_gemma":[0.0000262224,0.00007413115,0.0001435601,0.0007336567,0.0001618983,0.0001130939,0.0002934456,0.0003696264,0.00001439301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209291,"about_ca_system_score_gemma":0.00002675352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383019,"about_ca_topic_score_gemma":0.009897009,"domain_scores_codex":[0.9984162,0.0001784515,0.0003793207,0.0003215894,0.0003538712,0.0003505831],"domain_scores_gemma":[0.9993568,0.000184832,0.0001930057,0.000146071,0.00006426538,0.0000550354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002419574,0.0006592769,0.2714973,0.00001897283,0.00003610721,0.00008014747,0.001419919,0.000008350903,0.6036462,0.003176127,0.01366633,0.1055494],"study_design_scores_gemma":[0.0003422955,0.0003925801,0.5726346,0.000014557,0.00001674618,0.00002056352,0.001471265,0.00003317919,0.01293719,0.0001875479,0.4116593,0.0002902384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905291,0.0003609285,0.000001134655,0.001187453,0.0001873316,0.0004271794,0.0003898935,0.0000669037,0.006850069],"genre_scores_gemma":[0.9971818,0.00003510016,0.00001862877,0.0006025339,0.0001327448,0.0001110244,0.0000481008,0.00000229397,0.00186781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.590709,"threshold_uncertainty_score":0.9946036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798973132263951,"score_gpt":0.2159195749324798,"score_spread":0.1979298436098403,"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."}}