{"id":"W3149598000","doi":"10.1007/s13762-021-03291-5","title":"Nano-ZnO film photocatalysts in bench-scale continuous-flow mineralization of olive mill waste contaminants in water","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Science and Technology","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Catalysis; Mineralization (soil science); Contamination; Photodegradation; Photocatalysis; Biodegradable waste; Materials science; Dilution; Chemical engineering; Environmental chemistry; Pulp and paper industry; Chemistry; Waste management; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003328355,0.00007539224,0.0001988149,0.0003823503,0.00002446605,0.00001603904,0.0003199262,0.00008652813,0.0002786359],"category_scores_gemma":[0.00007642855,0.00006175742,0.00003655476,0.0002418347,0.000474461,0.0002392476,0.0001506462,0.0001339118,0.000002120822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290478,"about_ca_system_score_gemma":0.00003878209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005291527,"about_ca_topic_score_gemma":0.0002445689,"domain_scores_codex":[0.9988022,0.00001372777,0.0004358304,0.0001689803,0.000427772,0.000151481],"domain_scores_gemma":[0.9995912,0.0000237308,0.0001811423,0.00008738304,0.00008196323,0.00003456873],"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":[0.00001676959,0.0001731613,0.08797497,0.00001579175,0.0000177488,0.0001096868,0.0003653304,0.00008144389,0.9085307,0.00003918018,0.000006162294,0.002669136],"study_design_scores_gemma":[0.0007517982,0.00003344717,0.001404842,0.0001986643,0.000009841848,0.000145104,0.00300397,0.0007875365,0.9930267,0.0004192831,0.0001445626,0.00007422119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987603,0.0003530173,0.00002188149,0.0003726945,0.00007576186,0.00001689708,0.00001480371,0.000002002673,0.000382652],"genre_scores_gemma":[0.9984022,0.001121743,0.0002233957,0.00005055928,0.00002242539,0.000001785977,0.00001122338,0.000003224764,0.0001634579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08657012,"threshold_uncertainty_score":0.3050867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004393121500611665,"score_gpt":0.2239764183653592,"score_spread":0.2195832968647475,"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."}}