{"id":"W4255614176","doi":"10.1139/cjce-2013-0044","title":"Announcement / Communiqué","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0009973376,0.0009972616,0.0009454294,0.001816925,0.001775074,0.005813416,0.001332122,0.00411073,0.4419373],"category_scores_gemma":[0.005457931,0.0003199205,0.0007944404,0.0009071693,0.0006834542,0.0009688492,0.001416945,0.003194497,0.2804962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003405723,"about_ca_system_score_gemma":0.003526608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799054,"about_ca_topic_score_gemma":0.02585985,"domain_scores_codex":[0.9985972,0.000132285,0.00004456132,0.0002272979,0.0007068749,0.0002918546],"domain_scores_gemma":[0.9978666,0.0003030561,0.0001117207,0.000230407,0.0009340342,0.0005542864],"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":[0.0001988881,0.00002745259,0.0001352997,0.00007511016,0.000006715373,0.0001308412,0.0000103494,0.00006863281,0.0003225887,0.002022683,0.9800419,0.01695948],"study_design_scores_gemma":[0.00004737133,0.00002157858,0.0008287694,0.00002589951,0.000003703043,0.00004483954,0.00001929755,0.0001107933,0.0002393132,0.0004289121,0.9982217,0.000007796025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003138787,0.00739874,0.0008735503,0.07114648,0.1858962,0.0005080662,0.01982455,0.002590012,0.7086236],"genre_scores_gemma":[0.005806024,0.0009172785,0.0002076773,0.003832027,0.0117438,0.00008147275,0.002099958,0.0002643373,0.9750474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5580627,"threshold_uncertainty_score":0.7960087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170845192956558,"score_gpt":0.1575003687864035,"score_spread":0.1357919168568379,"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."}}