{"id":"W6893297271","doi":"10.5281/zenodo.15269927","title":"Crematogaster (Orthocrema) Santschi 1918","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fauna; Taxon; Key (lock); 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":[0.00008935751,0.0007457116,0.0002231151,0.001654511,0.001078726,0.0003422975,0.0005809878,0.0004238813,0.01340755],"category_scores_gemma":[0.0002122119,0.0002099632,0.0001362724,0.0007267518,0.0004985917,0.0007005899,0.0007211094,0.0003719364,0.002384441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858018,"about_ca_system_score_gemma":0.000340723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035646,"about_ca_topic_score_gemma":0.04039121,"domain_scores_codex":[0.9999069,0.000006783866,0.000005443825,0.00003281481,0.00003048002,0.00001751337],"domain_scores_gemma":[0.999918,0.00001141654,0.0000337373,0.00001054409,0.00001829526,0.000008106168],"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":[0.0003755541,0.0001549529,0.04384476,0.001251932,0.0001020052,0.003128745,0.002783055,0.001067768,0.04531808,0.0059469,0.02737617,0.8686501],"study_design_scores_gemma":[0.000122707,0.0003583278,0.532839,0.0009072984,0.0001916464,0.01014557,0.002271313,0.001064372,0.007771889,0.001158498,0.4431121,0.00005726736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4263392,0.02491008,0.005147777,0.0007866586,0.0006227262,0.0008146255,0.003543453,0.0008651546,0.5369704],"genre_scores_gemma":[0.9533014,0.005317062,0.004658706,0.0009378094,0.0001825091,0.0001231232,0.001833123,0.00002603152,0.03362027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02035646,"threshold_uncertainty_score":0.04485273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0608499014419559,"score_gpt":0.2579901020032739,"score_spread":0.197140200561318,"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."}}