{"id":"W7097745075","doi":"","title":"Edmonton","year":2013,"lang":"en","type":"article","venue":"","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Function (biology); Verb; Variable (mathematics); Style (visual arts)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007567902,0.00002689216,0.00002666629,0.00001544761,0.00003528593,0.00007785278,0.0002282614,0.00001732351,0.0005818456],"category_scores_gemma":[0.0000106648,0.00002046978,0.0000138259,0.00009235651,0.000005036532,0.0003164976,0.00005913955,0.00003243803,0.002800009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005691045,"about_ca_system_score_gemma":0.000008217561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004410746,"about_ca_topic_score_gemma":0.000001103466,"domain_scores_codex":[0.9997003,0.00001352947,0.00004941684,0.00008391813,0.00005973059,0.00009311002],"domain_scores_gemma":[0.999747,0.00001546555,0.000009599711,0.0001543439,0.00002840674,0.00004512086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.318967e-8,0.000006547079,0.0007162706,9.953981e-7,0.000001326076,5.05771e-7,0.0001020116,0.000001930819,0.001161208,0.9214,0.01182427,0.0647848],"study_design_scores_gemma":[0.0004915952,0.0001023023,0.09670837,0.00001143889,0.000002332328,0.00002383381,0.0001052943,0.3977822,0.08163688,0.2537882,0.1686892,0.0006582954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004891188,0.0000184656,0.9194289,0.003845914,0.0001232631,0.00004759449,3.465169e-8,0.0001981289,0.07144651],"genre_scores_gemma":[0.9404355,9.607024e-7,0.05242826,0.001008053,0.00002085254,0.000006192935,3.051317e-7,0.000001056654,0.006098805],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9355443,"threshold_uncertainty_score":0.9979764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490576724374661,"score_gpt":0.228749694073078,"score_spread":0.2138439268293314,"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."}}