{"id":"W4235529146","doi":"10.1002/cjce.5450850620","title":"Index of Authors − 2007","year":2007,"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":"Index (typography); Citation; Information retrieval; Computer science; Library science; Advertising; World Wide Web; Business","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":[0.000602647,0.00007776971,0.0001259876,0.0001234697,0.00002125981,0.0000241393,0.0007619256,0.00006190775,0.00002249944],"category_scores_gemma":[0.0001546044,0.00005769208,0.00007537277,0.00024874,0.00006251301,0.00009729034,0.00004627568,0.0003839009,0.000003121085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524772,"about_ca_system_score_gemma":0.00009967075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282407,"about_ca_topic_score_gemma":0.00001783458,"domain_scores_codex":[0.9990929,0.000003401216,0.0002636656,0.00006477431,0.0002658185,0.0003094217],"domain_scores_gemma":[0.9991496,0.0001081503,0.00005317324,0.0001787307,0.00003693008,0.0004733664],"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":[0.00001923639,0.00003292629,0.001559396,0.00009660979,0.0001051639,0.0002445847,0.0007334385,0.0583654,0.9091369,0.009996795,0.001461684,0.01824784],"study_design_scores_gemma":[0.0003724628,0.00004698809,0.003125164,0.0001197184,0.000008811711,0.0003467508,0.000009285001,0.05272947,0.9368067,0.0007790602,0.005422019,0.0002335373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8142684,0.0005558683,0.1833681,0.0007282296,0.0004726563,0.00005196269,0.000001415434,0.0000175999,0.0005358077],"genre_scores_gemma":[0.9970871,0.00000125907,0.002738452,0.00002585194,0.0001140493,2.3324e-7,1.580445e-7,0.000007430988,0.00002545037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828188,"threshold_uncertainty_score":0.2352615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007281571487894918,"score_gpt":0.1945893448904483,"score_spread":0.1873077734025534,"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."}}