{"id":"W3120782585","doi":"10.1007/s10854-020-05141-5","title":"Improved photovoltaic performance of solar cells co-sensitized with graphitic C3N4 and CdS quantum dots","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Heilongjiang Provincial Science and Technology Department; Harbin Science and Technology Bureau","keywords":"Materials science; Quantum dot; Microstructure; Photovoltaic system; Optoelectronics; Energy conversion efficiency; Graphitic carbon nitride; Absorption (acoustics); Nanotechnology; Chemical engineering; Composite material; Chemistry; Catalysis; Photocatalysis; Electrical engineering","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":[0.00284175,0.0003046667,0.001025323,0.000514889,0.0001151999,0.000191513,0.0004828196,0.0001217569,0.0001007809],"category_scores_gemma":[0.0001517678,0.0002432983,0.00005669373,0.0008169166,0.0006380555,0.0007453791,0.000118284,0.0001913659,0.000001854981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202309,"about_ca_system_score_gemma":0.0007539234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003495,"about_ca_topic_score_gemma":0.00005008371,"domain_scores_codex":[0.9967505,0.0002243408,0.001298286,0.0003931939,0.0006173226,0.0007163119],"domain_scores_gemma":[0.9975812,0.0000817024,0.001182507,0.0004472352,0.0005850611,0.0001222577],"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":[0.000720156,0.00008988019,0.0000469006,0.000142476,0.0000266471,0.0000503377,0.0001171726,0.000197101,0.9981595,0.000320702,0.000003353126,0.0001257874],"study_design_scores_gemma":[0.001023175,0.001037665,0.00021587,0.000228376,0.00005293028,0.0004752158,0.0001003811,0.0001390869,0.9952275,0.001127597,0.0001011269,0.0002711074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990067,0.0002087731,0.00009025969,0.00001769409,0.0003486053,0.0002336891,0.00002416494,0.00002661017,0.00004343782],"genre_scores_gemma":[0.993697,0.001217012,0.00489617,0.00005275288,0.00006680583,0.00001333476,0.000006683942,0.00003913801,0.00001112024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005309783,"threshold_uncertainty_score":0.9921415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006045160803911278,"score_gpt":0.2427262002196249,"score_spread":0.2366810394157137,"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."}}