{"id":"W1896782350","doi":"10.3897/zookeys.525.6143","title":"New species without dead bodies: a case for photo-based descriptions, illustrated by a striking new species of Marleyimyia Hesse (Diptera, Bombyliidae) from South Africa","year":2015,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Universiteit van die Vrystaat","keywords":"Zoology; Biology; Taxonomy (biology); Type (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":[],"consensus_categories":[],"category_scores_codex":[0.0001321171,0.0002743662,0.0004215999,0.0000218824,0.0002447864,0.000139716,0.0002330409,0.000111395,0.0007178616],"category_scores_gemma":[0.0001119046,0.0001228937,0.0001529062,0.0001929962,0.00009674098,0.0001434978,0.00006442797,0.0001045897,0.00003793713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004752883,"about_ca_system_score_gemma":0.00006216345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006039427,"about_ca_topic_score_gemma":0.005025081,"domain_scores_codex":[0.998579,0.00004439152,0.000349548,0.0003610986,0.0002598126,0.000406144],"domain_scores_gemma":[0.9991456,0.0002131629,0.000190849,0.00005446508,0.0001281876,0.0002677794],"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":[0.001233784,0.0003058468,0.1749629,0.00004961564,0.0002801998,0.0001882444,0.007908992,0.00001723269,0.3689299,0.0002964934,0.4414108,0.004416042],"study_design_scores_gemma":[0.003223685,0.001733395,0.08138491,0.0003381451,0.0003044383,0.00001828346,0.02266442,0.000586905,0.0352316,0.001314251,0.8518695,0.001330507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907733,0.001809626,0.0004811863,0.0008615443,0.0001162867,0.0004170727,0.0008344765,0.0001117822,0.004594687],"genre_scores_gemma":[0.9738337,0.00002319736,0.001296332,0.0001050058,0.000396063,0.00001535559,0.0001480615,0.000002942056,0.02417929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104587,"threshold_uncertainty_score":0.9129848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181418779514647,"score_gpt":0.228573740101632,"score_spread":0.1104318621501673,"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."}}