{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001967358,0.0004721032,0.0008513526,0.0007731215,0.001188015,0.001740589,0.0006695549,0.0005879783,0.1360562],"category_scores_gemma":[0.0004556938,0.0001920611,0.0002931944,0.0005644971,0.0005228344,0.0009310583,0.0009161168,0.000894998,0.02519612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992104,"about_ca_system_score_gemma":0.0004112869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004595301,"about_ca_topic_score_gemma":0.0007594429,"domain_scores_codex":[0.9997842,0.00001316126,0.000007238862,0.00002512892,0.0001351731,0.0000351151],"domain_scores_gemma":[0.9998318,0.000008228041,0.000009247174,0.00003621578,0.00007627586,0.00003819291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005429478,0.000180527,0.001090629,0.0005220136,0.0001442094,0.0003058639,0.0001031337,0.003772478,0.05113933,0.4659638,0.3426583,0.1335768],"study_design_scores_gemma":[0.0001388201,0.0002139493,0.006129111,0.00008648316,0.00007641449,0.001542288,0.000289564,0.02858563,0.03490371,0.1110943,0.8168572,0.0000825991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06327005,0.004766599,0.02244076,0.004017852,0.01350705,0.00005193089,0.00126029,0.001484973,0.8892005],"genre_scores_gemma":[0.4084817,0.003289517,0.007759097,0.001249638,0.001625112,0.00007117841,0.003629713,0.000878846,0.5730152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8639438,"threshold_uncertainty_score":0,"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."}}