{"id":"W2134605996","doi":"10.1002/adma.201202846","title":"Small Silicon, Big Opportunities: The Development and Future of Colloidally‐Stable Monodisperse Silicon Nanocrystals","year":2012,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Silicon; Dispersity; Nanotechnology; Nanocrystal; Optoelectronics; Polymer 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":[0.0008616188,0.0003045538,0.0004819071,0.00005904945,0.0002414437,0.00009651213,0.000357364,0.0001221298,0.0006023213],"category_scores_gemma":[0.00007181559,0.0002099778,0.00004127766,0.0001187305,0.0002283958,0.0003100875,0.0001855988,0.0000575034,0.00001631701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650449,"about_ca_system_score_gemma":0.0001484685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008102729,"about_ca_topic_score_gemma":0.00004482755,"domain_scores_codex":[0.9980043,0.0001354481,0.0006618306,0.0003215073,0.0002903522,0.0005865319],"domain_scores_gemma":[0.9986665,0.000136281,0.0003774042,0.0004781082,0.0001587039,0.0001829554],"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":[0.0001131815,0.00003719621,0.0002267713,0.0001368977,0.00001140872,0.000001698787,0.0020299,0.00000377319,0.9911267,0.001654078,0.0001014712,0.004556986],"study_design_scores_gemma":[0.000398527,0.00004148921,0.001779361,0.00004456129,0.00001937246,0.0000229752,0.002322275,5.666888e-7,0.924121,0.00009765148,0.07089504,0.0002571944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994638,0.001878112,0.000006139071,0.0001461721,0.002093871,0.0005447452,0.0001464632,0.0000576589,0.0004888487],"genre_scores_gemma":[0.9973013,0.0003859315,0.001046277,0.0002835414,0.0004076999,0.00009699956,0.00001760909,0.00003299265,0.0004276934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07079356,"threshold_uncertainty_score":0.8562647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328052482336269,"score_gpt":0.237680020472498,"score_spread":0.2043994956491353,"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."}}