{"id":"W2039728148","doi":"10.1002/smll.200500206","title":"Nanocrystals as Precursors for Flexible Functional Films","year":2005,"lang":"en","type":"article","venue":"Small","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanocrystal; Photoluminescence; Materials science; Nanotechnology; Annealing (glass); Micrometer; Optoelectronics; Composite material; Optics","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":[0.000139397,0.0001853448,0.000105188,0.0001063506,0.0001654551,0.0002843802,0.0002134591,0.0002914159,0.00238181],"category_scores_gemma":[0.0002425085,0.0001370846,0.0001187148,0.000063853,0.0001359145,0.000528939,0.0002419293,0.0005428451,0.00091687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479862,"about_ca_system_score_gemma":0.00009171255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003452687,"about_ca_topic_score_gemma":0.0005361032,"domain_scores_codex":[0.9999117,0.000008863342,0.000004670569,0.00002419947,0.00003847943,0.00001208561],"domain_scores_gemma":[0.9999124,0.00001954382,0.00000947129,0.00001226841,0.00003172598,0.00001468714],"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":[0.00004984282,0.00002987087,0.0001344685,0.0002063066,0.00001389826,0.0001724018,0.0001319437,0.0001753519,0.955191,0.007290977,0.006362348,0.03024155],"study_design_scores_gemma":[0.00001365323,0.00007934788,0.0002008142,0.00001897551,0.0000096213,0.0001842819,0.00004311269,0.0008461248,0.9269086,0.0009867311,0.07069662,0.00001198785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6665102,0.09057938,0.0999072,0.01257868,0.004906485,0.0004125088,0.001439315,0.002060836,0.1216054],"genre_scores_gemma":[0.8731135,0.02251149,0.04707517,0.001062657,0.0003195885,0.0001514376,0.000604783,0.0004058881,0.0547555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00238181,"threshold_uncertainty_score":0.007967949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949855857940627,"score_gpt":0.2508099727313988,"score_spread":0.2013114141519926,"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."}}