{"id":"W6912383344","doi":"10.5281/zenodo.4339748","title":"Anthomyza variegata","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type (biology); Type species; Type specimen; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008153643,0.0003168544,0.0002166015,0.001016525,0.0006286492,0.0003335079,0.0002955815,0.0002367016,0.01058581],"category_scores_gemma":[0.0002265136,0.0001203176,0.0001256459,0.0004801313,0.0002721785,0.0006536785,0.0006518144,0.0003265622,0.002503723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214929,"about_ca_system_score_gemma":0.0001290702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878626,"about_ca_topic_score_gemma":0.007201069,"domain_scores_codex":[0.9999168,0.000009012062,0.000005646741,0.00003597922,0.00002181665,0.00001084258],"domain_scores_gemma":[0.9999542,0.000007909522,0.00001612871,0.000004567889,0.000008505723,0.000008715596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001109268,0.0001218863,0.06624354,0.002059432,0.0002312576,0.003809553,0.003088175,0.001286678,0.2148287,0.009387827,0.05270922,0.6451244],"study_design_scores_gemma":[0.00008920608,0.0002195897,0.448614,0.0003141491,0.0001466506,0.006876441,0.0007497748,0.0004761845,0.006355045,0.002217697,0.5338996,0.00004173718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7020805,0.01588875,0.004460408,0.0007406341,0.0002609804,0.0002086179,0.008577944,0.0006117359,0.2671704],"genre_scores_gemma":[0.9474227,0.002786549,0.002534295,0.0004084352,0.0001304172,0.00007600378,0.003757283,0.00004896066,0.04283535],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01058581,"threshold_uncertainty_score":0.03541309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827147119538755,"score_gpt":0.2167385977340511,"score_spread":0.1684671265386636,"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."}}