{"id":"W4234370798","doi":"10.1002/cjce.5450820625","title":"Reviewers — 2004","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; Library science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002276432,0.0000838884,0.0001175737,0.00006273371,0.00003463174,0.00006262739,0.0008221552,0.00003916357,0.00001314969],"category_scores_gemma":[0.0001581657,0.00005887663,0.00008414958,0.0002178113,0.00004555874,0.0001396423,0.0000363959,0.0003534876,0.00001749895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341829,"about_ca_system_score_gemma":0.0001911031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851814,"about_ca_topic_score_gemma":0.00001117398,"domain_scores_codex":[0.9992463,0.000003322082,0.0001825167,0.00007284793,0.0002199008,0.0002751421],"domain_scores_gemma":[0.999257,0.00003374121,0.00003194909,0.0002050072,0.00002680001,0.0004454636],"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":[0.000005240818,0.00003062039,0.00005949136,0.000129943,0.0001007708,0.000407604,0.0006898789,0.4740361,0.4786756,0.03135688,0.001807467,0.0127004],"study_design_scores_gemma":[0.001472795,0.0001119239,0.0003098657,0.0007501828,0.00002988599,0.002007154,0.000007960059,0.01952499,0.9266604,0.008130512,0.04025489,0.0007394285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7184241,0.01366698,0.2406168,0.02419141,0.00158391,0.0002821393,0.000004546763,0.0001182297,0.001111842],"genre_scores_gemma":[0.9942062,0.000009504925,0.005530848,0.0001134636,0.0001164585,0.000001059879,2.160389e-7,0.000008256992,0.00001391528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545111,"threshold_uncertainty_score":0.2400919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007855877372346902,"score_gpt":0.1832266471735213,"score_spread":0.1753707698011744,"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."}}