{"id":"W6912747329","doi":"10.5281/zenodo.5834998","title":"Stigmatomyces purpureus Thaxt.","year":2021,"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":"Appendage; Apex (geometry); Zooid; Genus; Ridge; Dorsum","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":[0.00005474515,0.0005970391,0.0002088933,0.001494067,0.0011584,0.0003453511,0.0003870687,0.0004065864,0.024391],"category_scores_gemma":[0.0002667921,0.0002154788,0.0001162838,0.001013898,0.0003615071,0.001020138,0.0007603981,0.0005363349,0.007936496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758457,"about_ca_system_score_gemma":0.0002288372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004400612,"about_ca_topic_score_gemma":0.005137115,"domain_scores_codex":[0.9999388,0.000005715336,0.00000490494,0.00002416125,0.00001867297,0.000007659622],"domain_scores_gemma":[0.9998894,0.00002507652,0.00003528959,0.00001291518,0.00002598857,0.00001130984],"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":[0.0003683461,0.0001635705,0.0148103,0.001138343,0.00005672707,0.005451645,0.001926219,0.000864064,0.1112778,0.006494874,0.03750378,0.8199443],"study_design_scores_gemma":[0.0001241682,0.0001886679,0.2596591,0.0004219506,0.00008569638,0.02088743,0.00241866,0.0006538478,0.01081893,0.001872684,0.702825,0.00004387981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4058064,0.02047262,0.008947115,0.001745064,0.001256672,0.0007916604,0.01162261,0.0008554765,0.5485024],"genre_scores_gemma":[0.8890833,0.006890689,0.005251269,0.0009421442,0.0003259849,0.0003375229,0.008624795,0.0000646297,0.08847977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.024391,"threshold_uncertainty_score":0.08159602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457851119267579,"score_gpt":0.219784556680987,"score_spread":0.1752060454883113,"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."}}