{"id":"W4225434144","doi":"10.2139/ssrn.4061761","title":"Decoration of Glass Wool with Zinc (Ii) Phthalocyanine for Photocatalytic Transformation of Methyl Orange","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Zinc; Wool; Methyl orange; Phthalocyanine; Orange (colour); Photocatalysis; Transformation (genetics); Glass wool; Materials science; Chemistry; Composite material; Organic chemistry; Food science; Biochemistry","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":[0.001601139,0.000150854,0.0003353017,0.0001962495,0.0002999664,0.00001284699,0.0002519323,0.00004586071,0.0001842356],"category_scores_gemma":[0.00001718662,0.0001290768,0.0001991243,0.0004005726,0.00002996021,0.0002519163,0.00002255511,0.0005885515,0.000001808238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003458,"about_ca_system_score_gemma":0.0009262591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565451,"about_ca_topic_score_gemma":0.00183841,"domain_scores_codex":[0.9980235,0.00009827988,0.0005509584,0.0001545375,0.0004137592,0.0007590079],"domain_scores_gemma":[0.9990556,0.00005142489,0.0004721697,0.0001938267,0.000181357,0.00004558926],"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":[0.004837354,0.001313008,0.0004061877,0.0002658813,0.002159647,0.000004524416,0.006882161,0.04530657,0.5203145,0.3753868,0.0001430694,0.04298034],"study_design_scores_gemma":[0.01452169,0.01661566,0.0002530125,0.00008421935,0.001440089,0.000995003,0.02048204,0.02562157,0.7707607,0.1238587,0.02428508,0.00108221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632272,0.00092269,0.03358392,0.0001678446,0.00008809076,0.0007015676,0.00003666156,0.00001893281,0.001253139],"genre_scores_gemma":[0.9988903,0.0001872828,0.000216827,0.00001753791,0.00005141938,0.00009636532,0.0001113972,0.00003168626,0.0003971443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2515281,"threshold_uncertainty_score":0.52636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009323342886362834,"score_gpt":0.2301496535352719,"score_spread":0.2208263106489091,"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."}}