{"id":"W4246810624","doi":"10.1016/j.elstat.2005.06.001","title":"","year":2005,"lang":"en","type":"article","venue":"Journal of Electrostatics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002388427,0.000314268,0.0006818624,0.0006611717,0.0001591907,0.0001441103,0.0006469308,0.0000853036,0.00002974417],"category_scores_gemma":[0.001312857,0.000264567,0.0003456966,0.0009516269,0.0001761736,0.001672664,0.00003559186,0.001041658,0.00008006378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007927655,"about_ca_system_score_gemma":0.0005523261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002175314,"about_ca_topic_score_gemma":0.00005617379,"domain_scores_codex":[0.9951622,0.0002483554,0.002029346,0.0001495451,0.001433033,0.0009774831],"domain_scores_gemma":[0.9944988,0.000481237,0.002540605,0.0003086208,0.001679424,0.0004912693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00147676,0.0009849776,0.01327206,0.00001377617,0.0003549164,0.0002233129,0.003985108,0.01217386,0.9384439,0.003309712,0.01630461,0.009457024],"study_design_scores_gemma":[0.01736948,0.01233094,0.04400031,0.0001998397,0.0008825176,0.01813139,0.001612216,0.01154964,0.7935054,0.01599832,0.08308186,0.00133812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765533,0.0009226072,0.01639464,0.005747855,0.0001143523,0.0001290265,0.0000105823,0.00004097458,0.00008668569],"genre_scores_gemma":[0.8905653,0.000119983,0.1068825,0.001318787,0.0009615154,0.000001068848,0.000001477096,0.0001048829,0.00004444522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449385,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008122734830777276,"score_gpt":0.2793855828739216,"score_spread":0.2712628480431443,"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."}}