{"id":"W2181416202","doi":"10.11646/zootaxa.1661.1.6","title":"Non-marine Chersodromia Walker from Southeast Asia and Papua New Guinea (Diptera, Empidoidea, Hybotidae)","year":2007,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"New guinea; Biology; Southeast asia; Rainforest; Zoology; White (mutation); Ecology; Ethnology","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":[0.0001105686,0.0003654499,0.0002021003,0.0009661553,0.0007857045,0.000206955,0.0002326194,0.0002451845,0.001270596],"category_scores_gemma":[0.0002422763,0.0001816379,0.0001248032,0.0003637952,0.0004701377,0.0003479455,0.0008627788,0.0002511902,0.000209306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057918,"about_ca_system_score_gemma":0.0003029642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800424,"about_ca_topic_score_gemma":0.01895529,"domain_scores_codex":[0.9999366,0.000005698381,0.00000777797,0.00001843265,0.00001146984,0.00002013337],"domain_scores_gemma":[0.9998164,0.00004091475,0.00006102237,0.0000128468,0.00002025477,0.00004864715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005838206,0.0001959612,0.7028876,0.0006914862,0.00009165676,0.01026552,0.0145374,0.0001841325,0.06590094,0.000531012,0.0005872159,0.2035432],"study_design_scores_gemma":[0.00002123536,0.0005364261,0.9760708,0.00008660166,0.00004304746,0.00998735,0.004895451,0.0001269874,0.001200826,0.0001462915,0.006868114,0.00001684138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975728,0.0003259431,0.0002111722,0.00001744613,0.00001053737,0.00003587814,0.00006904484,0.000007930042,0.00174915],"genre_scores_gemma":[0.9977134,0.0003941485,0.000920196,0.00005851091,0.000005823604,0.00003399803,0.0002046634,0.000001822023,0.0006673275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004800424,"threshold_uncertainty_score":0.009544969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603322007122924,"score_gpt":0.213265291416266,"score_spread":0.1972320713450368,"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."}}