{"id":"W4401215807","doi":"10.3390/buildings14082375","title":"Assessing the Suitability of Phosphate Waste Rock as a Construction Aggregate","year":2024,"lang":"en","type":"article","venue":"Buildings","topic":"Magnesium Oxide Properties and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Dolomite; Quartz; Porosity; Flexural strength; Phosphorite; Aggregate (composite); Phosphate; Mineralogy; Materials science; Geology; Metallurgy; Composite material; Chemistry; Phosphorus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005930767,0.0004593458,0.0003473112,0.001886358,0.0004036889,0.0009776694,0.0002663935,0.0004859765,0.0005051086],"category_scores_gemma":[0.0007864738,0.0001695328,0.0003226877,0.0008338614,0.0002635783,0.0003227714,0.0003717157,0.0001212105,0.0002431383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163021,"about_ca_system_score_gemma":0.000301307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007405776,"about_ca_topic_score_gemma":0.01819805,"domain_scores_codex":[0.9992958,0.000102994,0.00006130281,0.0001293954,0.00031915,0.00009125682],"domain_scores_gemma":[0.9995322,0.00008338677,0.000156121,0.00002305292,0.0001623337,0.00004301345],"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":[0.0003151724,0.00005552406,0.7443289,0.0001626466,0.00009741495,0.0006167234,0.0002378951,0.002859944,0.2286385,0.0000698212,0.0000683258,0.02254916],"study_design_scores_gemma":[0.000004236818,0.00047871,0.9391322,0.00002934718,0.00009955926,0.0005130913,0.0007660043,0.003779609,0.05373081,0.0000547536,0.001392792,0.00001878217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987547,0.0001596125,0.000426157,0.000005463902,0.000001981173,0.00001694501,0.0001482429,0.000005851506,0.000481033],"genre_scores_gemma":[0.9988149,0.00009796846,0.0007015844,0.000005883811,0.00000222027,0.000009781736,0.0001561744,0.000003032102,0.0002084124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007405776,"threshold_uncertainty_score":0.01472539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668337526595313,"score_gpt":0.2818587601445898,"score_spread":0.2651753848786366,"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."}}