{"id":"W3171008847","doi":"10.1364/oe.427218","title":"Photonic crystal light trapping for photocatalysis","year":2021,"lang":"en","type":"article","venue":"Optics Express","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Photocatalysis; Materials science; Photonic crystal; Visible spectrum; Optoelectronics; Optics; Nanorod; Nanotechnology; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266906,0.0002500942,0.0002476068,0.0001960846,0.0003099916,0.000529508,0.0003022124,0.0003274397,0.00323327],"category_scores_gemma":[0.0002414804,0.0001554618,0.0001495104,0.0003058448,0.0003634877,0.0003839165,0.0003315067,0.0006598677,0.0008088081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476626,"about_ca_system_score_gemma":0.0005710358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000961767,"about_ca_topic_score_gemma":0.002648444,"domain_scores_codex":[0.9998565,0.00001511038,0.000005335463,0.00002803817,0.00007687307,0.00001816524],"domain_scores_gemma":[0.9999249,0.00002400513,0.00001722246,0.00001135146,0.00001600177,0.000006605214],"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":[0.00009065097,0.00008217233,0.000213858,0.0007187257,0.00002163748,0.00005939119,0.00003622964,0.004854509,0.9142542,0.0305633,0.003085436,0.04601973],"study_design_scores_gemma":[0.00003876839,0.0002599025,0.0006043353,0.00005590043,0.00003248319,0.0002373335,0.00003738004,0.02678854,0.8946796,0.006527913,0.07069971,0.00003813158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5670266,0.0530544,0.205765,0.003121276,0.0006925907,0.0003645224,0.001215783,0.001635842,0.167124],"genre_scores_gemma":[0.9075996,0.00616554,0.07402258,0.0002706962,0.00005840147,0.0001502514,0.0004104359,0.0001398985,0.01118251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00323327,"threshold_uncertainty_score":0.0108164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362230064860514,"score_gpt":0.2576928703596469,"score_spread":0.2440705697110417,"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."}}