{"id":"W6931119086","doi":"10.5281/zenodo.15748796","title":"Spiophanes japonicum Imajima 1991","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bass (fish); Single specimen; Type specimen; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005704295,0.00012913,0.0001151794,0.0001500497,0.001745556,0.001122372,0.001771367,0.00004765129,0.003435798],"category_scores_gemma":[0.0003165051,0.0001228361,0.00004434278,0.0005444228,0.00007600081,0.000695451,0.001430148,0.0001831519,0.007334308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006441239,"about_ca_system_score_gemma":0.000003717804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001147719,"about_ca_topic_score_gemma":6.944371e-8,"domain_scores_codex":[0.9983276,0.0002701154,0.0001913991,0.0004665187,0.0003769023,0.0003675312],"domain_scores_gemma":[0.998665,0.00002106493,0.00007526173,0.0007860452,0.0002743072,0.0001783155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002376707,0.000346551,0.000003818116,0.00005423594,0.0000393317,0.00008381887,0.001181282,0.00006771921,0.01125969,0.3067731,0.3670601,0.3131067],"study_design_scores_gemma":[0.0003235753,0.0001137133,0.0001762982,0.0000148736,0.000002871883,0.000175633,0.00004864931,0.002672871,0.001298245,0.001227438,0.9937811,0.0001647226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00929398,0.0005214469,0.6383652,0.001416402,0.0007416103,0.0006575476,0.0001261305,0.003100817,0.3457769],"genre_scores_gemma":[0.9498731,0.0001940988,0.04203018,0.0007838476,0.0003432232,1.046738e-7,0.001437764,0.001876585,0.003461073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9405791,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701591903942663,"score_gpt":0.2373469656746031,"score_spread":0.2103310466351765,"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."}}