{"id":"W4408578568","doi":"10.1016/j.dibe.2025.100648","title":"Self-healing responses of cementitious tailings materials to changing drainage conditions","year":2025,"lang":"en","type":"article","venue":"Developments in the Built Environment","topic":"Tailings Management and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Tailings; Cementitious; Drainage; Environmental science; Geotechnical engineering; Geology; Materials science; Metallurgy; Cement","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184932,0.0003150888,0.000220932,0.000392827,0.000224013,0.0002763673,0.0002170536,0.0003649062,0.0009550583],"category_scores_gemma":[0.0008492654,0.0001997809,0.0001918624,0.0003045625,0.0004499824,0.0003912562,0.0002600438,0.0004016537,0.000149594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521783,"about_ca_system_score_gemma":0.0001955436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008843165,"about_ca_topic_score_gemma":0.002719178,"domain_scores_codex":[0.9997899,0.00002227577,0.00002106288,0.00003691004,0.00009346086,0.00003638975],"domain_scores_gemma":[0.9995491,0.0001133678,0.0001007242,0.00004066512,0.0001546317,0.00004151556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001401444,0.00003123846,0.001972365,0.0001153079,0.00001084209,0.0001035691,0.0002423883,0.001058294,0.9899521,0.0001072473,0.00009346684,0.006172928],"study_design_scores_gemma":[0.000007108632,0.0002918573,0.009685661,0.00001880912,0.00001841321,0.0001010312,0.0002648367,0.003305041,0.9847947,0.00008410654,0.001408228,0.00002022748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980935,0.0003785462,0.0008985895,0.00001601586,0.00001181535,0.00001224026,0.00009567379,0.00004029924,0.0004533561],"genre_scores_gemma":[0.9988085,0.0001333152,0.0005615469,0.00001948017,0.00000215313,0.0000148275,0.00006667547,0.00001063529,0.0003829709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009550583,"threshold_uncertainty_score":0.003194928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059331151048667,"score_gpt":0.2230725514803867,"score_spread":0.2124792399699,"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."}}