{"id":"W2543402918","doi":"10.1088/0957-4484/27/47/475403","title":"Methods of Ga droplet consumption for improved GaAs nanowire solar cell efficiency","year":2016,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanowire; Transmission electron microscopy; Stacking; Solar cell; Stacking fault; Crystal (programming language); Crystal structure; Optoelectronics; Nanotechnology; Crystallography; Composite material; Dislocation","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":[0.0002258059,0.0001334212,0.0002440497,0.0001459105,0.00005273577,0.000004055955,0.000236415,0.0003235188,0.00005277131],"category_scores_gemma":[0.0000830202,0.0001020103,0.00008885159,0.0001538939,0.0001235733,0.00003972346,0.00003326797,0.00007353934,0.0000336119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000041208,"about_ca_system_score_gemma":0.000017378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002079281,"about_ca_topic_score_gemma":0.00000380587,"domain_scores_codex":[0.9991742,0.00002050245,0.0002827329,0.0002105188,0.00004293123,0.0002690608],"domain_scores_gemma":[0.999201,0.0002478316,0.00007110131,0.0003980247,0.00005242143,0.00002959619],"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":[0.00000368918,0.00002716942,0.00002162081,0.00004459196,0.000008936147,6.781985e-8,0.000009191512,0.000007568888,0.8259177,0.002287953,0.0002326761,0.1714389],"study_design_scores_gemma":[0.0004044922,0.00005726088,0.00002351413,0.00001847626,0.00001983422,0.000002509758,0.000007454897,0.002510806,0.9413052,0.001538635,0.05397955,0.0001322734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2150362,0.0005201744,0.782611,0.0005224443,0.0001834001,0.0004254888,0.00006142428,0.0004653218,0.0001745361],"genre_scores_gemma":[0.9313266,0.0001750304,0.06798925,0.00001295411,0.00002330452,0.0002174599,0.000003085755,0.0000370014,0.0002152623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7162904,"threshold_uncertainty_score":0.4159859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244921582131537,"score_gpt":0.2684728103419061,"score_spread":0.2560235945205907,"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."}}