{"id":"W6911224794","doi":"10.5281/zenodo.11104180","title":"Cercyon (Cercyon) unipunctatus","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Identification (biology); Natural (archaeology); Work (physics)","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":[0.000172242,0.0001159317,0.0001274936,0.00001334039,0.001815232,0.0003667181,0.0005769284,0.00004617521,0.02245419],"category_scores_gemma":[0.0002494134,0.0000550266,0.00005795173,0.0004965126,0.00008046274,0.0001201003,0.0006665316,0.0001562412,0.008053199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002905517,"about_ca_system_score_gemma":5.443433e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006559181,"about_ca_topic_score_gemma":0.000003663972,"domain_scores_codex":[0.9988505,0.0001528987,0.0001515694,0.0003235472,0.0002294227,0.000292054],"domain_scores_gemma":[0.9994448,0.00002882721,0.00005369151,0.00007107815,0.0001967166,0.0002049128],"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":[0.0001339987,0.0001138856,0.00023229,0.00003715707,0.00005304775,0.00002244766,0.001422218,0.00002405323,0.09388637,0.003331216,0.3936356,0.5071077],"study_design_scores_gemma":[0.00012844,0.000341644,0.01013377,0.0000066743,0.000007308901,0.00001485057,0.0001838073,0.0001069295,0.0002200039,0.00006730307,0.9886554,0.0001338448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.580954,0.0004479392,0.0002210194,0.02117348,0.0001516742,0.0006535655,0.0005008588,0.001795096,0.3941024],"genre_scores_gemma":[0.9971076,0.0001269919,0.00005159868,0.0008956514,0.0003419484,2.075971e-8,0.0008328957,0.00005919355,0.0005841472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5950198,"threshold_uncertainty_score":0.9994842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07053718507400895,"score_gpt":0.2267411505887646,"score_spread":0.1562039655147556,"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."}}