{"id":"W7133054010","doi":"","title":"Estimates of Natural Carbonation of Concrete across Canada","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada; Government of Canada","keywords":"Carbonation; Relative humidity; Fly ash; Cement; Natural (archaeology); Humidity","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002849865,0.0004766787,0.000189219,0.002222518,0.00123624,0.0009443941,0.0004092455,0.0001544999,0.001452546],"category_scores_gemma":[0.0005778904,0.0001676273,0.0005340656,0.004057753,0.0003221022,0.0003219057,0.0003885521,0.0002554917,0.0001475309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03728317,"about_ca_system_score_gemma":0.0323878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971932,"about_ca_topic_score_gemma":0.9987356,"domain_scores_codex":[0.9996382,0.00001325955,0.00001006093,0.0000611814,0.0002039927,0.00007334126],"domain_scores_gemma":[0.9994892,0.00002311326,0.00003445548,0.00001187767,0.0004124462,0.00002888725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002231237,0.00005470229,0.7816771,0.0009344289,0.0006220185,0.0006035132,0.002048584,0.05560959,0.01220494,0.009676672,0.008301853,0.1280434],"study_design_scores_gemma":[0.00001061629,0.00002666508,0.949313,0.0001340982,0.0001615988,0.0001216044,0.001911723,0.01359419,0.004940786,0.0005604699,0.02917004,0.00005525513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410185,0.007784939,0.002457582,0.0004384323,0.00001573127,0.00006875944,0.01676885,0.0001399185,0.03130729],"genre_scores_gemma":[0.9840031,0.004290578,0.002171096,0.00003639846,0.00000198473,0.00001778951,0.003656047,0.00002115627,0.005801926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03728317,"threshold_uncertainty_score":0.2705096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423292682513473,"score_gpt":0.3403183589098139,"score_spread":0.3260854320846792,"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."}}