{"id":"W2292978586","doi":"10.1109/mspec.2011.5738385","title":"Drawing Diodes","year":2011,"lang":"en","type":"article","venue":"IEEE Spectrum","topic":"Media and Digital Communication","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Diode; Optical fiber; Electronic circuit; Process (computing); Materials science; Semiconductor; Nanometre; Fiber; Optoelectronics; Electrical engineering; Telecommunications; Engineering; Computer science; Composite material","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":[0.0004728736,0.0009791655,0.0005319432,0.001142579,0.001231302,0.002618343,0.001779824,0.002448718,0.09343838],"category_scores_gemma":[0.001470014,0.0007992956,0.0008227975,0.00130329,0.0007492576,0.002760955,0.001146074,0.00304174,0.04748766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009232278,"about_ca_system_score_gemma":0.0004314464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004169483,"about_ca_topic_score_gemma":0.0007198197,"domain_scores_codex":[0.9987422,0.00007393986,0.00003796719,0.00027692,0.00073351,0.0001355081],"domain_scores_gemma":[0.9993306,0.0001143135,0.0000378633,0.0001294814,0.0003266825,0.00006099796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001348345,0.0001263288,0.0004266669,0.0009650316,0.00004447862,0.0004847225,0.0003296661,0.0007819608,0.1614087,0.148077,0.3682966,0.318924],"study_design_scores_gemma":[0.00002027902,0.00005338074,0.0001810826,0.00005243139,0.00001283717,0.0005389561,0.00005825792,0.0005250032,0.06522076,0.006678761,0.926625,0.00003342304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009184849,0.01047735,0.1415252,0.00469617,0.01051505,0.0004020671,0.001978931,0.006646418,0.8145739],"genre_scores_gemma":[0.1484402,0.01371202,0.09794231,0.009061744,0.0009268762,0.0004330839,0.003155001,0.00172644,0.7246023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09343838,"threshold_uncertainty_score":0.3125826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05083737961872449,"score_gpt":0.2390067008053677,"score_spread":0.1881693211866432,"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."}}