{"id":"W2789228111","doi":"10.1088/2053-1591/aab233","title":"Suspension and simple optical characterization of two-dimensional membranes","year":2018,"lang":"en","type":"article","venue":"Materials Research Express","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Characterization (materials science); Materials science; Suspension (topology); Nanometre; Optical microscope; Membrane; Microscope; Nanotechnology; Clamping; Optoelectronics; Optics; Chemistry; Composite material; Computer science; Scanning electron microscope","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006097245,0.00009039001,0.000202956,0.0000575787,0.0001250205,0.00006610973,0.0001269807,0.000034032,0.003402143],"category_scores_gemma":[0.00006472371,0.00006903036,0.00002214504,0.0001008658,0.000224316,0.00009823754,0.0002926302,0.00008271048,0.00006738772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005365832,"about_ca_system_score_gemma":0.00002542854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025673,"about_ca_topic_score_gemma":6.948933e-7,"domain_scores_codex":[0.9986453,0.0001719222,0.0002350588,0.0002345082,0.0004073771,0.0003057988],"domain_scores_gemma":[0.9991987,0.0001645835,0.00003877041,0.0001770245,0.0002691365,0.0001517911],"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":[0.0001079794,0.00006378145,0.0001223528,0.00002648813,0.000008838433,0.000001185694,0.00002839009,3.265857e-7,0.9568638,0.04141951,0.00005087356,0.001306463],"study_design_scores_gemma":[0.0003276183,0.0001120758,0.0005253083,0.00003080967,0.000003733868,5.397306e-7,0.00001746045,0.0002218279,0.9862608,0.0116249,0.0008002688,0.0000746761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986152,0.000004543464,0.0002540366,0.0001074519,0.00008636359,0.0001787332,0.00006110091,0.00001018077,0.0006823742],"genre_scores_gemma":[0.9990181,0.00000186571,0.0003388938,0.00001322148,0.0003887643,0.00001746683,0.0000631787,0.00001218736,0.0001462947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979461,"threshold_uncertainty_score":0.9975089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401491295337189,"score_gpt":0.3413726601406445,"score_spread":0.3012235306069256,"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."}}