{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005156471,0.00009119649,0.00009050225,0.00004915701,0.001811631,0.0006094803,0.0007079554,0.00004474391,0.01879738],"category_scores_gemma":[0.000256633,0.00004472293,0.0000570237,0.0009775126,0.00008217943,0.0001649153,0.0008542573,0.000156618,0.02868876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346727,"about_ca_system_score_gemma":8.474341e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002375165,"about_ca_topic_score_gemma":0.000001421832,"domain_scores_codex":[0.9986501,0.0001746068,0.0001359611,0.0003116197,0.0003042796,0.0004234368],"domain_scores_gemma":[0.9994051,0.00003821991,0.00003646579,0.0001208773,0.000195807,0.0002035503],"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":[0.00003382026,0.0000622958,0.00006905552,0.00001304841,0.0000190784,0.00003366549,0.00008816308,0.000007787261,0.02661137,0.001167002,0.2240282,0.7478665],"study_design_scores_gemma":[0.0001136973,0.0001539846,0.01376497,0.000007031055,0.000002145843,0.00002196803,0.0001683049,0.0001180619,0.0003490442,0.0001759267,0.985018,0.0001068442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612828,0.00005443031,0.00003571796,0.003169243,0.00008895562,0.0004448154,0.0003276489,0.001864022,0.1327324],"genre_scores_gemma":[0.9954308,0.00009233881,0.00003311483,0.00009607113,0.0002357952,5.979003e-8,0.002751557,0.00005133118,0.001308957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7609898,"threshold_uncertainty_score":0.9994879,"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."}}