{"id":"W4206961302","doi":"10.1109/nmdc50713.2021.9677525","title":"Engineering surface ligands on colloidal quantum dots for solar energy harvesting","year":2021,"lang":"en","type":"article","venue":"","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chalcogenide; Quantum dot; Homojunction; Materials science; Nanoparticle; Nanotechnology; Ligand (biochemistry); Optoelectronics; Chemistry; Doping","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009889881,0.0002791162,0.0001859697,0.0001482432,0.0001700516,0.0004052291,0.0002148814,0.0003107956,0.003426209],"category_scores_gemma":[0.0001129065,0.0001163774,0.0001422728,0.0001347672,0.0001678031,0.000242143,0.0002869583,0.0002774489,0.00119394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207753,"about_ca_system_score_gemma":0.0001113309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004291694,"about_ca_topic_score_gemma":0.0008355014,"domain_scores_codex":[0.9999282,0.000007943263,0.000006348753,0.00001784943,0.00002730975,0.00001235226],"domain_scores_gemma":[0.9999696,0.000008097794,0.000003070517,0.000003002503,0.00001045973,0.000005724163],"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":[0.00003548238,0.0000266088,0.00007013929,0.0001511551,0.000007534394,0.00005171974,0.00003090507,0.0007878241,0.983646,0.002346968,0.001024212,0.01182146],"study_design_scores_gemma":[0.00002717755,0.0001598636,0.0002213751,0.00001293048,0.00001080018,0.00005048184,0.00001644053,0.005237983,0.9657339,0.0003732632,0.02814567,0.00001014505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794841,0.01501689,0.06246774,0.001581646,0.001188011,0.0003396656,0.000686258,0.0009113837,0.03832437],"genre_scores_gemma":[0.9134092,0.008586185,0.03173831,0.0005191856,0.000201081,0.0002028849,0.0006962169,0.0002772627,0.04436963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003426209,"threshold_uncertainty_score":0.01146185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277412222684875,"score_gpt":0.2200486506465011,"score_spread":0.1972745284196523,"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."}}