{"id":"W2080484674","doi":"10.1145/2614217.2633396","title":"Nano-Media","year":2014,"lang":"en","type":"article","venue":"","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.0007947607,0.001193668,0.001188964,0.001468456,0.00113389,0.001957102,0.001834181,0.001746838,0.5861155],"category_scores_gemma":[0.001612684,0.0006004128,0.0006377031,0.0008763428,0.000783076,0.001609068,0.001668863,0.002247755,0.3008269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008649288,"about_ca_system_score_gemma":0.001145755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296144,"about_ca_topic_score_gemma":0.002149065,"domain_scores_codex":[0.999325,0.00006229673,0.00002950552,0.0001687507,0.0003394102,0.0000750086],"domain_scores_gemma":[0.9992618,0.000200326,0.00004364277,0.0001337634,0.0001944248,0.0001661214],"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":[0.002331001,0.0004321309,0.0004450771,0.005235365,0.0001184739,0.001228145,0.0001980671,0.0002976306,0.1656113,0.0278227,0.4979585,0.2983217],"study_design_scores_gemma":[0.0001091575,0.0001363369,0.0005146927,0.0003793053,0.00004470815,0.0003506649,0.00004559595,0.000157202,0.01983326,0.001846566,0.9765645,0.00001791837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005070597,0.02235988,0.004372493,0.003724903,0.008978993,0.0004250118,0.01332274,0.001434416,0.9403111],"genre_scores_gemma":[0.02367875,0.009823865,0.003263652,0.001110085,0.0007691363,0.000348217,0.009294057,0.0002679662,0.9514443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5861155,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00474534281629704,"score_gpt":0.1870510033184378,"score_spread":0.1823056605021407,"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."}}