{"id":"W4407420905","doi":"10.1002/adma.202420273","title":"Control Over Metal‐Halide Reactivity Enables Uniform Growth of InSb Colloidal Quantum Dots for Enhanced SWIR Light Detection","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Oleylamine; Reactivity (psychology); Halide; Quantum dot; Passivation; Nucleation; Oxide; Photodiode; Quantum efficiency; Ligand (biochemistry); Colloid; Photochemistry; Optoelectronics; Nanotechnology; Inorganic chemistry; Layer (electronics); Nanoparticle; Chemistry; Physical chemistry; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.001287391,0.0003098925,0.0008469607,0.0001578478,0.0002695113,0.0001071717,0.0002934549,0.0001530247,0.0002344498],"category_scores_gemma":[0.001004658,0.0002448958,0.0001306489,0.0001906688,0.0001124537,0.0007150361,0.00008139075,0.00005192878,0.00002027063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329908,"about_ca_system_score_gemma":0.0001259263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003426683,"about_ca_topic_score_gemma":0.0001348355,"domain_scores_codex":[0.997773,0.0001932908,0.000758555,0.0004869284,0.0002884921,0.0004997164],"domain_scores_gemma":[0.9982594,0.0003837977,0.0004869419,0.0004067069,0.0004049487,0.00005817338],"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":[0.001845601,0.00009988332,0.000007339991,0.000392502,0.00004451652,7.55252e-7,0.00009642773,0.00002566767,0.9899997,0.006514295,0.0000443165,0.0009289708],"study_design_scores_gemma":[0.00146679,0.0002434269,0.0002324186,0.0001562421,0.00009620798,0.000001446274,0.00008489222,0.00002350831,0.9844817,0.008965009,0.003975616,0.000272723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863967,0.0002518129,0.009433469,0.0001619196,0.001732165,0.001074667,0.000309005,0.0001246907,0.000515569],"genre_scores_gemma":[0.9980484,0.00009094928,0.0008637698,0.0001215036,0.00009211982,0.0004668339,0.000007511179,0.00003315249,0.000275803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165165,"threshold_uncertainty_score":0.9986562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008596845490568446,"score_gpt":0.2443565578087092,"score_spread":0.2357597123181407,"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."}}