{"id":"W2586658171","doi":"","title":"JoDS volume 2 - Guest editorial","year":2005,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Volume (thermodynamics); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001791727,0.0001826497,0.0001852158,0.00006901967,0.0004225122,0.0000668743,0.0005087383,0.0002531926,0.00003203122],"category_scores_gemma":[0.0001545699,0.0001505532,0.0001933646,0.0001018743,0.001059343,0.00004386683,0.0002508558,0.0002067294,0.0001880529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006267899,"about_ca_system_score_gemma":0.0004146289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135542,"about_ca_topic_score_gemma":0.00006232637,"domain_scores_codex":[0.998459,0.00004646604,0.0002802501,0.0002762408,0.0006315444,0.0003065006],"domain_scores_gemma":[0.998954,0.00003376734,0.0001313582,0.0003632618,0.0003221621,0.0001954684],"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":[0.001487039,0.000690564,0.03973036,0.0001482453,0.0005351427,0.00007161393,0.0006553193,0.0009486441,0.02074056,0.0008888956,0.916459,0.01764459],"study_design_scores_gemma":[0.0008476991,0.000289775,0.009223288,0.00002905804,0.00002501442,0.00005755054,0.0001604756,0.0002087721,0.003582091,0.00004534665,0.9853169,0.0002139681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7897191,0.0005572395,0.006627776,0.002138289,0.01836483,0.0007843822,0.0003802332,0.00009739435,0.1813307],"genre_scores_gemma":[0.9715974,0.0001308632,0.0003629454,0.00007364653,0.01623648,7.522481e-7,0.0002772836,0.00001058509,0.01130999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1818783,"threshold_uncertainty_score":0.6139382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008008766500031827,"score_gpt":0.2157773600547757,"score_spread":0.2077685935547438,"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."}}