{"id":"W6894130842","doi":"10.5281/zenodo.8391805","title":"Acanthocinus spectabilis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Population; Sinkhole; Natural (archaeology)","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":[0.0003409763,0.00006968615,0.00006837744,0.00002567077,0.001562969,0.0003449263,0.0004174952,0.00004008974,0.01659041],"category_scores_gemma":[0.0002434075,0.00003608777,0.00004299046,0.0007717551,0.00005722345,0.0001239828,0.000439882,0.0000980241,0.01109587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005352757,"about_ca_system_score_gemma":5.556498e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576908,"about_ca_topic_score_gemma":0.000003934233,"domain_scores_codex":[0.9991205,0.000114008,0.0001136047,0.0002346412,0.0001655859,0.0002516948],"domain_scores_gemma":[0.9996117,0.0000302535,0.00003669507,0.00007475883,0.0001464223,0.0001001378],"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":[0.00002787566,0.00004712142,0.00005227778,0.000006544272,0.000006875912,0.000008269494,0.000117746,0.000006719082,0.01401666,0.001603798,0.09132686,0.8927792],"study_design_scores_gemma":[0.0000899217,0.0001169817,0.02009752,0.000005316233,0.000002807471,0.00001814982,0.000300912,0.00008656264,0.0006302597,0.0002099586,0.9783536,0.00008802259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386017,0.00001646102,0.00004501472,0.001645891,0.00006632266,0.0002021035,0.000311492,0.001118113,0.0579929],"genre_scores_gemma":[0.9968442,0.00002606607,0.00001003484,0.00006129242,0.000180462,2.983463e-8,0.00269641,0.00001169358,0.0001697926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926913,"threshold_uncertainty_score":0.9997368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482751395123998,"score_gpt":0.2266477304329101,"score_spread":0.1818202164816702,"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."}}