{"id":"W2403631814","doi":"10.1186/s11671-016-1472-z","title":"The Effect of Novel Synthetic Methods and Parameters Control on Morphology of Nano-alumina Particles","year":2016,"lang":"en","type":"review","venue":"Nanoscale Research Letters","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Drexel University","keywords":"Nanochemistry; Calcination; Materials science; Catalysis; Nano-; Ceramic; Nanotechnology; Chemical engineering; Morphology (biology); Metallurgy; Organic chemistry; Composite material; Chemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01278827,0.0003455011,0.001737706,0.0002319019,0.0002580833,0.00006902374,0.0008206779,0.0002229539,0.00004241105],"category_scores_gemma":[0.003548551,0.0001524672,0.0003375279,0.000212879,0.002927399,0.00005094011,0.0001946602,0.0003396363,0.00004931308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006936763,"about_ca_system_score_gemma":0.00009298354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006930405,"about_ca_topic_score_gemma":0.000001519637,"domain_scores_codex":[0.9889629,0.008155654,0.0008174491,0.0005665155,0.0007327516,0.0007647632],"domain_scores_gemma":[0.9713787,0.02719369,0.0004028626,0.0008270252,0.00008002819,0.000117655],"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":[0.0001636559,0.00002641608,0.000003886071,0.003207503,0.00005991748,0.000002896099,0.00002001391,3.871483e-7,0.5232152,0.0001231788,0.0002797908,0.4728971],"study_design_scores_gemma":[0.0009708191,0.002059457,0.000007896932,0.01660853,0.0003369838,0.00003470192,0.00001718847,0.00003361469,0.65195,0.00003826144,0.3275393,0.0004032801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05125674,0.9459214,0.000183365,0.0008573123,0.0003205122,0.001281343,0.0001120632,0.00001658584,0.00005073083],"genre_scores_gemma":[0.01576209,0.982775,0.0008530745,0.00003775441,0.00005498519,0.0004037177,8.980984e-7,0.00005740459,0.00005511848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4724938,"threshold_uncertainty_score":0.9997861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0989205402982822,"score_gpt":0.4194522516757809,"score_spread":0.3205317113774987,"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."}}