{"id":"W3109272572","doi":"10.1016/j.clet.2020.100014","title":"Mine wastes based geopolymers: A critical review","year":2020,"lang":"en","type":"review","venue":"Cleaner Engineering and Technology","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Geopolymer; Metakaolin; Tailings; Waste management; Portland cement; Environmental science; Inert; Compressive strength; Municipal solid waste; Durability; Fly ash; Cement; Materials science; Engineering; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001008494,0.0004291318,0.001402487,0.0003754604,0.00002691901,0.00003689383,0.0002933449,0.000392939,0.0001643168],"category_scores_gemma":[0.0002296005,0.0003894419,0.0001307159,0.0006065178,0.00007968627,0.00003462247,0.0001261269,0.0005538867,0.00009459443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004129529,"about_ca_system_score_gemma":0.00003990655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000106088,"about_ca_topic_score_gemma":1.836149e-7,"domain_scores_codex":[0.9986452,0.00001891637,0.0004226381,0.0003434436,0.0001257078,0.0004440488],"domain_scores_gemma":[0.9993107,0.0001463382,0.00002439157,0.0003592638,0.00002603213,0.0001332678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.032479e-7,0.000004104328,1.261992e-7,0.1425987,0.00009297117,0.00009790067,0.000001612077,0.000009394235,0.00005858846,0.0004082085,0.001569351,0.8551586],"study_design_scores_gemma":[0.0000724435,0.00004866787,2.253206e-8,0.0239742,0.000278161,0.00007501966,0.000002359992,0.003060264,0.00008719921,0.000005031231,0.9720346,0.0003620181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007702106,0.997622,0.000214749,0.000334344,0.0002168427,0.0003209183,0.00003114661,0.001105494,0.0001468406],"genre_scores_gemma":[0.00007703975,0.9990834,0.0003154044,0.00003095297,0.0001181735,0.0001878098,0.00004820361,0.0001123663,0.00002665109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704652,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530663373963758,"score_gpt":0.2841577189933732,"score_spread":0.2588510852537356,"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."}}