{"id":"W3036526677","doi":"10.3390/min10060564","title":"Experimental Development of a Novel Mine Backfill Material: Foam Mine Fill","year":2020,"lang":"en","type":"article","venue":"Minerals","topic":"Tailings Management and Properties","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Concordia University; McGill University","keywords":"Tailings; Materials science; Compressive strength; Mixing (physics); Porosity; Geotechnical engineering; Airflow; Composite material; Environmental science; Geology; Metallurgy; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004855344,0.0001635218,0.0002187088,0.00004357653,0.0000213784,0.00002255055,0.0001443176,0.00003734841,0.0007525246],"category_scores_gemma":[0.00001088276,0.0001462736,0.00004065074,0.00009660979,0.00001874461,0.00009509087,0.00007703024,0.00003587085,0.00004620472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895651,"about_ca_system_score_gemma":0.000006669184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001419677,"about_ca_topic_score_gemma":0.000004456693,"domain_scores_codex":[0.9992268,0.000005073288,0.0003135072,0.0001426547,0.0001255696,0.0001863892],"domain_scores_gemma":[0.9997671,0.000007090111,0.00003627407,0.0001042958,0.00001930175,0.00006594782],"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":[0.00002740855,0.00003889627,0.00003826865,0.0001524566,0.00004764882,0.000001997783,0.001695916,0.0009145585,0.9805123,0.00003031685,0.01611059,0.0004296955],"study_design_scores_gemma":[0.0005014695,0.00005121733,0.00006308639,0.00002866356,0.000008637304,7.196892e-7,0.0001852991,0.004284438,0.888359,9.904926e-7,0.1063186,0.0001979024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918038,0.0004533285,0.0003936932,0.0001901711,0.0002230547,0.0001636269,0.00002175825,0.0001743312,0.006576218],"genre_scores_gemma":[0.9833114,0.00000511418,0.01463215,0.0001497429,0.0001384548,0.0000271501,0.00004915553,0.00003471096,0.001652137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09215331,"threshold_uncertainty_score":0.8239617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938782397422475,"score_gpt":0.2249759787225301,"score_spread":0.1855881547483053,"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."}}