{"id":"W6893535827","doi":"10.5281/zenodo.3514124","title":"Diadocidia Ruthe 1831","year":2011,"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":"Subgenus; Type (biology); Type species; Genus; Taxonomy (biology)","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":[0.0001026754,0.0006825826,0.0003796114,0.001413609,0.001172443,0.0004717058,0.0007963303,0.0005438803,0.01354294],"category_scores_gemma":[0.0005630785,0.0002042281,0.0001633441,0.0006973609,0.000407152,0.001356967,0.0007279033,0.0007143238,0.003957894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856415,"about_ca_system_score_gemma":0.0004343524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624305,"about_ca_topic_score_gemma":0.01150791,"domain_scores_codex":[0.9997767,0.00002613211,0.00002013161,0.00006580248,0.00008058736,0.00003067053],"domain_scores_gemma":[0.999821,0.00003062062,0.00006230175,0.00001374341,0.0000582235,0.00001405261],"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":[0.0003011122,0.0001253407,0.01370738,0.001014385,0.00005588154,0.001822156,0.001504462,0.0009932634,0.02285898,0.008756555,0.09282644,0.8560341],"study_design_scores_gemma":[0.00007797774,0.000143965,0.07054663,0.000507339,0.00007649483,0.005372312,0.0008212408,0.0007944178,0.00282836,0.001615562,0.9171786,0.00003709282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1157836,0.03905013,0.01071785,0.001933995,0.002427874,0.0008160381,0.005848459,0.001062433,0.8223597],"genre_scores_gemma":[0.8899006,0.01336691,0.009296453,0.001777128,0.0006475188,0.0003519846,0.003741368,0.00008009963,0.08083789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01354294,"threshold_uncertainty_score":0.04530567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08623704891645975,"score_gpt":0.2104101646209445,"score_spread":0.1241731157044847,"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."}}