{"id":"W2901600848","doi":"10.1016/j.matchemphys.2018.11.049","title":"Microwave synthesis of zeolites from waste glass cullet using landfill leachate as a novel alternative solvent","year":2018,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Mitacs","keywords":"Leachate; Zeolite; Glass recycling; Filtration (mathematics); Materials science; Combustibility; Chemical engineering; Nuclear chemistry; Chemistry; Inorganic chemistry; Environmental chemistry; Catalysis; Metallurgy; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009602241,0.0002853909,0.0005357479,0.000006649635,0.00009745073,0.00009058248,0.000227013,0.0001451919,0.002024892],"category_scores_gemma":[0.0000675214,0.0002625727,0.0001146718,0.00005738634,0.0002431818,0.0001014305,0.0001781072,0.00006643956,0.00001548768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002642973,"about_ca_system_score_gemma":0.00003228861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003435509,"about_ca_topic_score_gemma":0.000001097778,"domain_scores_codex":[0.9987304,0.00001828579,0.0003956749,0.0004130531,0.0001809389,0.0002617154],"domain_scores_gemma":[0.9989048,0.0001587201,0.0003461127,0.0004083859,0.00008822139,0.0000938153],"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":[0.0001138543,0.0001158641,0.000130792,0.0003257022,0.0002331838,0.000003368166,0.0004858756,0.000003518266,0.9974986,0.0000756731,0.00003655811,0.0009770355],"study_design_scores_gemma":[0.0002885418,0.000006614462,0.00001295579,0.0003024357,0.000175857,0.00000659998,0.0003053166,0.000285924,0.9966589,0.001132139,0.0005432506,0.0002814663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924456,0.00008321235,0.0001833555,0.00002476723,0.00006915489,0.00003612677,0.00180407,0.00002798775,0.005325735],"genre_scores_gemma":[0.9971066,0.0000461715,0.0008912926,0.00002862711,0.001315878,0.00001133095,0.0001938362,0.00003984757,0.0003664731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004959262,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995407598644006,"score_gpt":0.2379683098335983,"score_spread":0.2180142338471582,"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."}}