{"id":"W2898114881","doi":"10.1002/advs.201800632","title":"Precursor Self‐Assembly Identified as a General Pathway for Colloidal Semiconductor Magic‐Size Clusters","year":2018,"lang":"en","type":"article","venue":"Advanced Science","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Key Research and Development Program of China; State Key Laboratory of Polymer Materials Engineering; Fundamental Research Funds for the Central Universities; Sichuan University; Jilin University; State Key Laboratory of Supramolecular Structure and Materials; National Natural Science Foundation of China","keywords":"Nucleation; Self-assembly; Semiconductor; Materials science; Nanotechnology; Quantum dot; Colloid; Absorption (acoustics); Nanoparticle; Photoluminescence; Chemical engineering; Chemical physics; Chemistry; Optoelectronics; 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":[0.001275549,0.0002584161,0.0002949605,0.00009999878,0.0008400087,0.0004462896,0.00109403,0.0000685893,0.0003008477],"category_scores_gemma":[0.001053191,0.0002041551,0.00008990563,0.0004812642,0.001166218,0.001541114,0.0002096665,0.00007532161,0.0006787583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427504,"about_ca_system_score_gemma":0.0005012452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000396176,"about_ca_topic_score_gemma":0.00004328944,"domain_scores_codex":[0.9971027,0.00007035538,0.000390459,0.0009296698,0.0006308582,0.0008758951],"domain_scores_gemma":[0.9982538,0.0002538492,0.0002080359,0.0005777473,0.0004723391,0.0002342583],"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":[0.0001438588,0.00004525092,0.00002609429,0.00002305551,0.000003204652,0.000001695317,0.0009199258,0.00002275335,0.995953,0.001189758,0.000454406,0.001217049],"study_design_scores_gemma":[0.0005175992,0.0003961527,0.0001787286,0.00004382946,0.00001173897,0.00001892036,0.0002552401,0.001377414,0.9812735,0.001616034,0.01396356,0.0003472413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930798,0.0001507821,0.0005408744,0.0002745858,0.002432032,0.0006877345,0.00004707571,0.000205525,0.002581562],"genre_scores_gemma":[0.9669209,0.00001569414,0.02662282,0.00063163,0.0003160036,0.0001217337,0.000001269821,0.00002899791,0.005340917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02615889,"threshold_uncertainty_score":0.8724291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796663372453424,"score_gpt":0.2811932038791372,"score_spread":0.2632265701546029,"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."}}