{"id":"W1973920640","doi":"10.1557/jmr.2005.0405","title":"Advances in the growth and characterization of Ge quantum dots and islands","year":2005,"lang":"en","type":"article","venue":"Journal of materials research/Pratt's guide to venture capital sources","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"National Research Council Canada","keywords":"Quantum dot; Nucleation; Materials science; Characterization (materials science); Annealing (glass); Germanium; Nanotechnology; Condensed matter physics; Engineering physics; Chemical physics; Silicon; Optoelectronics; Metallurgy; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002647926,0.0001593273,0.0003903554,0.0002484739,0.0001265614,0.0003001449,0.0004556005,0.00009435468,0.0001744723],"category_scores_gemma":[0.0004462464,0.00009819703,0.00003739443,0.0002335799,0.0002466961,0.0006503402,0.0001374192,0.0001880917,0.000004751949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002245061,"about_ca_system_score_gemma":0.00005341266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006692322,"about_ca_topic_score_gemma":0.00002271701,"domain_scores_codex":[0.9975337,0.0004744452,0.0007367561,0.0002155189,0.0007074724,0.0003321488],"domain_scores_gemma":[0.9988283,0.0002235106,0.0003942465,0.0001676809,0.0002598398,0.0001264216],"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":[0.0002980577,0.00004102768,0.001382983,0.0001126887,0.00000417106,0.00001841959,0.003601206,0.000005063499,0.9935302,0.00030406,0.0001638234,0.0005383734],"study_design_scores_gemma":[0.0005914437,0.000599577,0.0381548,0.0002168598,0.0000112414,0.0002433412,0.001188556,0.000007201746,0.9512593,0.0005396309,0.007041911,0.0001461356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952814,0.00243623,0.000007738252,0.001598052,0.0002820111,0.0002669626,0.0000614234,0.000004643416,0.00006151493],"genre_scores_gemma":[0.9970608,0.002123578,0.00009626446,0.0001571763,0.0005198712,0.000007695537,0.00000407075,0.00001304872,0.00001745094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04227083,"threshold_uncertainty_score":0.4004359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296261787116366,"score_gpt":0.3023488680452993,"score_spread":0.2893862501741357,"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."}}