{"id":"W4250327720","doi":"10.1139/cjceconin33","title":"Contents / Sommaire Volume 33, 2006","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Political and Social Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Mathematics; Computer science; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002392706,0.00007274927,0.0001574522,0.0001275219,0.0002038498,0.00008334719,0.0001891719,0.00007698249,0.0002909663],"category_scores_gemma":[0.0002443367,0.00007588363,0.00009053294,0.0001398022,0.0001021248,0.0001895262,0.000003691335,0.0001581747,0.00002133913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419124,"about_ca_system_score_gemma":0.0004931485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1040618,"about_ca_topic_score_gemma":0.7278463,"domain_scores_codex":[0.9990663,0.00002550304,0.0002137285,0.00005208225,0.0001891007,0.0004533011],"domain_scores_gemma":[0.9991102,0.00003384132,0.00005360719,0.00004550749,0.0001328596,0.0006239787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008781863,0.00006820864,0.1039345,0.00007005449,0.0001632179,0.001446553,0.01435281,0.008184794,0.0005146449,0.6778854,0.1895434,0.003827578],"study_design_scores_gemma":[0.0002058349,0.00002253148,0.0261849,0.00007899807,0.00001769239,0.000009792128,0.0008044521,0.0001611399,0.00002995432,0.0038706,0.9684308,0.0001832639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4439894,0.007684137,0.003807776,0.01284507,0.005500127,0.0002503018,0.0001023821,0.0001136315,0.5257072],"genre_scores_gemma":[0.99327,0.000009324849,0.00004870069,0.00007691252,0.001269985,5.667475e-7,7.395903e-7,0.00001013594,0.005313613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7788875,"threshold_uncertainty_score":0.9019043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081423758193824,"score_gpt":0.220013289029117,"score_spread":0.2091990514471788,"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."}}