{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01392278,0.0006941315,0.0004796652,0.003499642,0.03185296,0.02053393,0.004250315,0.005984354,0.01577239],"category_scores_gemma":[0.01728301,0.0006073737,0.0007495411,0.006042095,0.03936895,0.006178799,0.00965566,0.008873653,0.002096129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06657759,"about_ca_system_score_gemma":0.2847832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8737309,"about_ca_topic_score_gemma":0.9503854,"domain_scores_codex":[0.9768332,0.004417128,0.0005980944,0.001828713,0.01349238,0.002830467],"domain_scores_gemma":[0.9795709,0.003575514,0.0005542447,0.001998363,0.007846542,0.006454573],"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":[0.00003191966,0.00008910542,0.002230432,0.0002848006,0.00002011799,0.0007142026,0.02578553,0.0008034079,0.0007915808,0.4910626,0.2705479,0.2076384],"study_design_scores_gemma":[0.0000110855,0.00003055363,0.001165254,0.0003271251,0.000009766776,0.0002123996,0.01281286,0.0003904102,0.0002484274,0.04117802,0.9435664,0.00004786177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01267062,0.005435481,0.03920887,0.3386519,0.003064502,0.0002765185,0.0001488331,0.0007677277,0.5997757],"genre_scores_gemma":[0.4040855,0.01546545,0.1048357,0.0791254,0.001023437,0.0004111394,0.0003028504,0.001365763,0.3933847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1262691,"threshold_uncertainty_score":0.4830565,"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."}}