{"id":"W2188836427","doi":"10.11646/zootaxa.2004.1.3","title":"Review of Campsicnemus (Diptera: Dolichopodidae) of the Marquesas, French Polynesia, with description of four new species groups","year":2009,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; National Science Foundation","keywords":"Dolichopodidae; Biology; Species group; Group (periodic table); Key (lock); Zoology; Species groups; Ecology; Botany; Taxonomy (biology); Genus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001261277,0.0001463857,0.0003450063,0.00001252952,0.00005330565,0.0000145686,0.0003643822,0.00005825007,0.0007582692],"category_scores_gemma":[0.00002738429,0.00004636792,0.0001699383,0.0004039878,0.0001192395,0.0001335187,0.00004227761,0.00008895927,0.00000412763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001793403,"about_ca_system_score_gemma":0.0000201215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008286937,"about_ca_topic_score_gemma":0.000898101,"domain_scores_codex":[0.9989341,0.00005991037,0.0003871757,0.0001771055,0.000266444,0.0001752319],"domain_scores_gemma":[0.9992542,0.00003629464,0.0003921155,0.0001467991,0.000113179,0.00005746686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007242984,0.0004168558,0.08362048,0.0005577009,0.00002748235,0.000003216828,0.0001576661,8.15257e-7,0.06836953,0.001545126,0.01835271,0.826876],"study_design_scores_gemma":[0.0001958974,0.0006013472,0.6382133,0.002468112,0.00007769272,0.00001125409,0.00009276783,4.826938e-7,0.008914536,0.00005427865,0.3492061,0.0001642502],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858233,0.004864846,0.000008675143,0.001197964,0.00009470857,0.0003408283,0.0000291123,0.00001425065,0.007626289],"genre_scores_gemma":[0.9952984,0.00147325,0.0002585183,0.0004533383,0.0001432848,0.0000039992,0.00001026517,7.419309e-7,0.002358145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8267117,"threshold_uncertainty_score":0.8302516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814623194663297,"score_gpt":0.2062508246863776,"score_spread":0.1781045927397446,"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."}}