{"id":"W2105559626","doi":"10.1002/aenm.201200255","title":"Quantum Dot Based Heterostructures for Unassisted Photoelectrochemical Hydrogen Generation","year":2012,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Photocurrent; Quantum dot; Materials science; Heterojunction; Dielectric spectroscopy; Atomic layer deposition; Electrode; Nanoparticle; Nanotechnology; Chemical bath deposition; Hydrogen; Chemical engineering; Optoelectronics; Layer (electronics); Thin film; Electrochemistry; Chemistry; Physical 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002095806,0.0004305168,0.000540416,0.0001319711,0.000175201,0.00005114707,0.0002883419,0.0002497913,0.0003193998],"category_scores_gemma":[0.0001000773,0.0004084537,0.000159708,0.0001978889,0.00007473246,0.0004632775,0.00005742096,0.00006640433,0.000008654674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803878,"about_ca_system_score_gemma":0.00003121763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001373303,"about_ca_topic_score_gemma":0.00005347677,"domain_scores_codex":[0.9977069,0.0001213442,0.0006152813,0.0005049295,0.0002404926,0.0008109998],"domain_scores_gemma":[0.9986658,0.0001084869,0.0002959353,0.0006344945,0.0001133924,0.0001819586],"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":[0.0002492048,0.00006825938,0.000007975678,0.00002457782,0.00004708098,7.1413e-7,0.0000197068,0.001812874,0.9792524,0.01634429,0.0001891195,0.001983818],"study_design_scores_gemma":[0.0007290464,0.00009954916,0.00001640313,0.00001456504,0.00005039147,0.000007542429,0.000004710098,0.0006280561,0.953265,0.004962634,0.03975072,0.0004713423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606375,0.0003098346,0.0367399,0.00002998324,0.0006572551,0.0004609267,0.0001102694,0.0007223691,0.0003320295],"genre_scores_gemma":[0.9682491,0.00002637725,0.02678726,0.0006169389,0.0006856584,0.0014319,0.001938907,0.0001340009,0.0001298189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0395616,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738813091195787,"score_gpt":0.2765344530085588,"score_spread":0.2591463220966009,"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."}}