{"id":"W2912155560","doi":"10.1162/leon_a_01610","title":"Nano-Optical Image-Making: Morphologies, Devices, Speculations","year":2020,"lang":"en","type":"article","venue":"Leonardo","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Relation (database); Speculation; Nano-; Convergence (economics); Computer science; Authentication (law); Characterization (materials science); Nanotechnology; Materials science; Computer security; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004953816,0.0006779216,0.0006206574,0.001810556,0.002326083,0.006500465,0.001652504,0.002858968,0.00263979],"category_scores_gemma":[0.004888481,0.000522966,0.0004474498,0.0009361432,0.02002812,0.01328088,0.002443539,0.004056225,0.001050325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002937065,"about_ca_system_score_gemma":0.0009732818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009335037,"about_ca_topic_score_gemma":0.0009305638,"domain_scores_codex":[0.9979277,0.0007085708,0.00008137657,0.0002966831,0.0008509477,0.0001347095],"domain_scores_gemma":[0.9978554,0.001393728,0.00008814535,0.0003103063,0.0002888238,0.00006360222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009931893,0.00001276458,0.00005233633,0.000178419,0.000003673185,0.00008599843,0.001695621,0.0002414481,0.001603383,0.9844605,0.001399146,0.0102567],"study_design_scores_gemma":[0.000007428944,0.0000370663,0.0001646737,0.0002931596,0.000008522412,0.0003692706,0.001915892,0.001244521,0.01154383,0.8109364,0.1734417,0.00003754929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04563443,0.2293331,0.2111584,0.09292622,0.003898704,0.0002222765,0.0001819039,0.0006536536,0.4159913],"genre_scores_gemma":[0.7052748,0.1292632,0.08363362,0.01037862,0.002659886,0.0004257603,0.0001335637,0.0005791362,0.06765144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006500465,"threshold_uncertainty_score":0.02619863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232990534565657,"score_gpt":0.2622090831288232,"score_spread":0.2398791777831666,"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."}}