{"id":"W4200222004","doi":"10.1021/acsaelm.1c00783","title":"Carbon-Based Quantum Dots for Photovoltaic Devices: A Review","year":2021,"lang":"en","type":"review","venue":"ACS Applied Electronic Materials","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Photovoltaic system; Materials science; Quantum dot; Optoelectronics; Hybrid solar cell; Solar cell; Energy conversion efficiency; Graphene; Nanotechnology; Perovskite (structure); Absorption (acoustics); Polymer solar cell; Chemistry; Composite material","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":[0.0004670838,0.001048334,0.0007945509,0.002121814,0.0003993206,0.0009563655,0.0008426238,0.001082528,0.004641123],"category_scores_gemma":[0.0004253871,0.0004448856,0.0005002762,0.002620435,0.0003187289,0.001569072,0.0007555931,0.001634033,0.002305675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005214536,"about_ca_system_score_gemma":0.001025757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009840375,"about_ca_topic_score_gemma":0.002204548,"domain_scores_codex":[0.9998457,0.00001967529,0.00001848232,0.00003401135,0.00005884351,0.00002315633],"domain_scores_gemma":[0.9997855,0.00008294782,0.00003240264,0.000008175366,0.00006243896,0.00002849535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004276194,0.0001488013,0.0001651968,0.02825642,0.00008077697,0.0003379905,0.0001047784,0.0006379849,0.009354632,0.009428262,0.04858445,0.902858],"study_design_scores_gemma":[0.000006301722,0.00006809276,0.0002590087,0.001436313,0.00004587223,0.0004461269,0.00002410703,0.00009452183,0.001122791,0.001138838,0.9953437,0.00001427588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002400662,0.9971974,0.0002746416,0.0002365421,0.0004019987,0.00001255179,0.00002479376,0.00001199703,0.001599908],"genre_scores_gemma":[0.001072116,0.9969727,0.000467601,0.000176625,0.0001722049,0.00001640273,0.00003518396,0.000002480247,0.00108469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004641123,"threshold_uncertainty_score":0.01552606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508443293421264,"score_gpt":0.3287990012703333,"score_spread":0.2937145683361206,"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."}}