{"id":"W4233458569","doi":"10.1139/cgjauthin46","title":"Author IndexVolume 46, 2009","year":2009,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Geology; Forensic engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004534941,0.001376885,0.001535785,0.00408636,0.002070411,0.005425034,0.001319895,0.001456015,0.7205293],"category_scores_gemma":[0.002128704,0.0004109189,0.0005805499,0.004930098,0.0007664597,0.00228385,0.001605,0.001337153,0.7179204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811054,"about_ca_system_score_gemma":0.00251832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078339,"about_ca_topic_score_gemma":0.02301902,"domain_scores_codex":[0.9994606,0.00002569141,0.00003432174,0.0001005121,0.000319903,0.00005890651],"domain_scores_gemma":[0.9979854,0.0001563451,0.0000436976,0.0001242401,0.001161024,0.0005293268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001513462,0.00002062373,0.0001329868,0.0001011435,0.000002133665,0.00002037355,0.00001593861,0.00005201535,0.0001826394,0.001415644,0.9283413,0.0697001],"study_design_scores_gemma":[0.000004712078,0.000005735859,0.0002913356,0.00007655468,0.000002720764,0.00002356414,0.00002020637,0.00006280153,0.00009339579,0.0003941266,0.9990205,0.000004312749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005294798,0.002797701,0.0006629321,0.00312931,0.02082447,0.0001273845,0.002668152,0.000543993,0.9687164],"genre_scores_gemma":[0.0007679651,0.001489383,0.0001086689,0.0001931438,0.0007225189,0.00001649566,0.0007615054,0.0001071363,0.9958332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2794707,"threshold_uncertainty_score":0.398631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467053581789169,"score_gpt":0.2108722114833039,"score_spread":0.1762016756654122,"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."}}