{"id":"W7133021959","doi":"","title":"Exploration of Clay and Shale Deposits in Ontario for Use as Supplementary Cementitious Materials","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Kaolinite; Illite; Clay minerals; Calcite; Cementitious; Calcination; Lime; Mineral","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":[0.0001100161,0.000253358,0.0001416387,0.0009048114,0.001110432,0.0005588591,0.0002575537,0.0002206436,0.0007358379],"category_scores_gemma":[0.000153081,0.0001535141,0.0001839746,0.0007792005,0.0003454196,0.0001736355,0.0002070758,0.0001206257,0.000114586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364429,"about_ca_system_score_gemma":0.003491287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7239886,"about_ca_topic_score_gemma":0.9356052,"domain_scores_codex":[0.9998487,0.000006477977,0.000004682592,0.00001885653,0.00008349897,0.00003771006],"domain_scores_gemma":[0.9998879,0.000009355487,0.00002783194,0.000003145067,0.00005268018,0.00001904054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003733139,0.00008936267,0.5045979,0.0005752599,0.00006105215,0.00318848,0.006813637,0.001301044,0.4385003,0.000553649,0.0005954282,0.04335044],"study_design_scores_gemma":[0.00001271182,0.0001391411,0.9637558,0.00004513118,0.00004008369,0.0003740402,0.005419562,0.001088334,0.01949717,0.00007959,0.009533169,0.0000153506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968991,0.0001937625,0.0001587215,0.00003187368,0.000001232708,0.00002384052,0.0001790775,0.000007128909,0.002505408],"genre_scores_gemma":[0.9967911,0.0003229066,0.0007051877,0.00001844173,0.000001237344,0.000008746771,0.0001427684,0.000003611141,0.002006061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760114,"threshold_uncertainty_score":0.5552738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883557924414401,"score_gpt":0.3321413908440372,"score_spread":0.2833058115998932,"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."}}