{"id":"W2276937674","doi":"10.1149/ma2015-01/23/1447","title":"(Invited) High Efficiency Solar-to-Hydrogen Conversion on InGaN Nanowire Arrays","year":2015,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Photocathode; Materials science; Nanowire; Optoelectronics; Water splitting; Energy conversion efficiency; Visible spectrum; Band gap; Gallium nitride; Nanotechnology; Photocatalysis; Electron; 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":[0.0005661963,0.0002527453,0.0002701444,0.00009412154,0.0001746857,0.0001149207,0.0002548996,0.00007528804,0.00007393976],"category_scores_gemma":[0.00008378362,0.0002335524,0.00007719913,0.0001517913,0.00002754211,0.000110892,0.00006634102,0.0001728218,0.0005550887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005132577,"about_ca_system_score_gemma":0.00005957712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073668,"about_ca_topic_score_gemma":0.000003183727,"domain_scores_codex":[0.998414,0.00006291222,0.0003586868,0.0003989252,0.0003148371,0.0004505814],"domain_scores_gemma":[0.9988717,0.000110329,0.0002268892,0.0003194663,0.0001048501,0.0003667122],"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":[0.00006661667,0.0003031265,0.006682276,0.00004427162,0.00005055199,0.00001705887,0.001654521,0.04442074,0.93664,0.00006660777,0.009605905,0.0004482934],"study_design_scores_gemma":[0.0006655906,0.0001605693,0.0009062394,0.0001751599,0.00002596876,0.000001036201,0.0005653422,0.0001219406,0.9818524,0.0003297137,0.01485805,0.0003379808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827417,0.00001452427,0.000009285002,0.0005620118,0.0009488155,0.0002285829,0.00003777904,0.00009197379,0.01536531],"genre_scores_gemma":[0.9981929,3.981428e-7,0.0002821514,0.0006687246,0.000607971,0.00001028239,0.00006970923,0.0000387447,0.000129125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04521238,"threshold_uncertainty_score":0.9523988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943242125606883,"score_gpt":0.2396501209979285,"score_spread":0.2202176997418596,"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."}}