{"id":"W590431180","doi":"","title":"Practice is Sticking: Canada's New Approach to Salting Producing Solid Results","year":2007,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salting; Taxpayer; Salt lake; Engineering; Salt (chemistry); Political science; Law; Chemistry; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002899405,0.001293922,0.001172022,0.0007482763,0.0006540738,0.0004180241,0.001115394,0.0003952321,0.00003019358],"category_scores_gemma":[0.0052137,0.001413732,0.0002177816,0.001970781,0.0001128193,0.0007606235,0.0004012554,0.001107308,0.00009017553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003003796,"about_ca_system_score_gemma":0.002239553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1805533,"about_ca_topic_score_gemma":0.04524237,"domain_scores_codex":[0.9913419,0.0001548561,0.002125004,0.001877108,0.00163044,0.002870696],"domain_scores_gemma":[0.9944975,0.0009175657,0.0004183461,0.001518694,0.001187481,0.001460433],"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":[0.001356413,0.0008507368,0.002109069,0.001197006,0.0008154224,0.001574671,0.01340639,0.1982138,0.003142267,0.0002545145,0.5361052,0.2409745],"study_design_scores_gemma":[0.003643145,0.0002322889,0.07130391,0.0007667305,0.0003424908,0.001268113,0.009929428,0.06776142,0.0135221,0.0000420996,0.8272727,0.003915529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6239746,0.007659893,0.2908229,0.01132846,0.006699895,0.006014999,0.001023946,0.004934611,0.04754062],"genre_scores_gemma":[0.8864726,0.0004699125,0.08988796,0.005854273,0.004288475,0.0000735793,0.001033416,0.000560726,0.01135903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2911675,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101468316454105,"score_gpt":0.2627163630442677,"score_spread":0.2417016798797267,"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."}}