{"id":"W4403808028","doi":"10.1002/aenm.202403574","title":"Core‐Shell Colloidal Quantum Dots for Energy Conversion","year":2024,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"China Postdoctoral Science Foundation","keywords":"Materials science; Quantum dot; Colloid; Core (optical fiber); Shell (structure); Nanotechnology; Chemical engineering; Composite material","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004506245,0.000331174,0.0004842685,0.0001148066,0.0002294094,0.0003371128,0.0003395664,0.0001504867,0.002229967],"category_scores_gemma":[0.00005980415,0.0002569449,0.0001182396,0.0001305559,0.0001417151,0.0004826511,0.0001133231,0.00003240092,0.000210403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007877754,"about_ca_system_score_gemma":0.00009517702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388421,"about_ca_topic_score_gemma":0.00002039953,"domain_scores_codex":[0.9979035,0.0001016519,0.0005273622,0.000645099,0.0002626766,0.0005597096],"domain_scores_gemma":[0.9990246,0.000267301,0.0001181562,0.0003735216,0.00009669941,0.0001197559],"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":[0.0003171634,0.00002589198,6.547212e-7,0.0001542067,0.00001623093,0.00001287416,0.00005544013,0.0001420572,0.8720211,0.1218969,0.002730941,0.002626443],"study_design_scores_gemma":[0.0002332744,0.0001471189,0.000002702081,0.000112811,0.00002250873,0.000009921862,0.00003465158,0.0003847865,0.6582224,0.006586215,0.3339793,0.0002642981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757035,0.004934621,0.006378851,0.0002985963,0.01009867,0.0002293388,0.0005140753,0.00068158,0.001160727],"genre_scores_gemma":[0.9918145,0.0008488651,0.001303145,0.0003830256,0.0005071775,0.000256691,0.00008174566,0.00008624436,0.004718612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3312483,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148981254785711,"score_gpt":0.2638591758827036,"score_spread":0.2323693633348465,"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."}}