{"id":"W4412305742","doi":"","title":"Investigating disorder in layered photocatalytic materials","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"iNano Medical (Canada)","funders":"","keywords":"Photocatalysis; Materials science; Chemistry; Organic chemistry; Catalysis","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":[0.0001094254,0.0001315712,0.0001435073,0.0002263882,0.0003070432,0.0004698419,0.000306679,0.0002623854,0.001098425],"category_scores_gemma":[0.0003518031,0.0001267525,0.00009267424,0.000184022,0.0005105379,0.0005036216,0.0003202818,0.0003947652,0.0001055487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375048,"about_ca_system_score_gemma":0.0002227198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880542,"about_ca_topic_score_gemma":0.002659101,"domain_scores_codex":[0.9999301,0.000007259616,0.000003120964,0.00001050644,0.00002477581,0.00002420253],"domain_scores_gemma":[0.999885,0.00004751688,0.00001935515,0.00001729891,0.00002082144,0.00001003462],"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":[0.0002799557,0.00006485404,0.002836284,0.0002150297,0.00002076203,0.0001846231,0.0002755841,0.002589348,0.9800603,0.008797565,0.0006525331,0.004023026],"study_design_scores_gemma":[0.00003490787,0.0002073597,0.004096143,0.00002252768,0.0000270234,0.0001239134,0.0006917036,0.03437058,0.9550132,0.002655454,0.002734673,0.00002245989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961346,0.0002775087,0.001391391,0.000141332,0.00001787808,0.00000837347,0.00006342852,0.00004926983,0.001916134],"genre_scores_gemma":[0.9989997,0.00009622175,0.0004514066,0.00002359,0.000003939895,0.000005629212,0.000051312,0.00001015552,0.0003581584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001880542,"threshold_uncertainty_score":0.003899872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556500592697574,"score_gpt":0.2362155810538284,"score_spread":0.2206505751268527,"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."}}