{"id":"W6912955160","doi":"10.5281/zenodo.7837168","title":"Pardalophora apiculata","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Vegetation (pathology); Genus; Sequence (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":[0.000110944,0.000548133,0.0002400743,0.0009648794,0.001064494,0.0005714184,0.0005616292,0.000412182,0.01422354],"category_scores_gemma":[0.0004170191,0.0001641748,0.0001465221,0.0004811005,0.0003647933,0.0009533278,0.0008395723,0.0003699437,0.005884875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638855,"about_ca_system_score_gemma":0.0001535451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004160975,"about_ca_topic_score_gemma":0.005762298,"domain_scores_codex":[0.9998068,0.00002549834,0.00001643749,0.00007007721,0.00004015019,0.00004096379],"domain_scores_gemma":[0.9997399,0.00003748567,0.0000936456,0.00003323999,0.00007188148,0.00002383275],"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":[0.0004405176,0.0002950016,0.05724205,0.001638061,0.00006196563,0.002526857,0.00190326,0.000783659,0.0645742,0.004742897,0.04102411,0.8247675],"study_design_scores_gemma":[0.00005977596,0.0003936658,0.3982307,0.0003720932,0.00008694854,0.008304588,0.001397475,0.001209,0.008621763,0.001070594,0.580219,0.00003443425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4242204,0.0112076,0.008972153,0.0007531498,0.0006396598,0.0003490979,0.006056579,0.001340589,0.5464608],"genre_scores_gemma":[0.9785204,0.001921239,0.002455376,0.0006010093,0.0001569189,0.0001120863,0.001013572,0.00004442365,0.01517504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01422354,"threshold_uncertainty_score":0.04758251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692773506501605,"score_gpt":0.2291021469326737,"score_spread":0.1721744118676576,"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."}}