{"id":"W4390821613","doi":"10.1088/2058-8585/ad1e2b","title":"Inkjet-printed thin-film transistors using surfactant-based transition-metal dichalcogenide nanocomposites suspended in polymeric semiconductors","year":2024,"lang":"en","type":"article","venue":"Flexible and Printed Electronics","topic":"2D Materials and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocomposite; Semiconductor; Transition metal; Thin-film transistor; Nanotechnology; Pulmonary surfactant; Thin film; Optoelectronics; Composite material; Chemical engineering; Chemistry; Layer (electronics); Organic chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001179654,0.0003074929,0.0002303136,0.0002320888,0.00009219324,0.0003669297,0.0003601864,0.0002784888,0.0005812476],"category_scores_gemma":[0.0002739642,0.0001949638,0.0002440214,0.0001798859,0.0001667168,0.0003133289,0.0001566954,0.0002726047,0.0002509132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521949,"about_ca_system_score_gemma":0.00008543737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001926242,"about_ca_topic_score_gemma":0.0004310879,"domain_scores_codex":[0.9998828,0.00001108357,0.00001408146,0.00003274865,0.00004172721,0.00001750585],"domain_scores_gemma":[0.9998054,0.00008443092,0.00004445346,0.00002064724,0.00002805509,0.00001709353],"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":[0.00001279606,0.000006752401,0.00002998277,0.00001430416,0.000002217934,0.00003743138,0.000007090561,0.00006330896,0.9990551,0.00002058802,0.00001077792,0.0007396804],"study_design_scores_gemma":[0.000002171458,0.00002045585,0.0001155351,9.191129e-7,0.000003092852,0.00001901063,0.000002732521,0.000704538,0.998997,0.000006529348,0.0001267243,0.000001253944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850928,0.0006147515,0.01218586,0.00006049529,0.00009175044,0.00003263093,0.0001351281,0.0004011685,0.001385437],"genre_scores_gemma":[0.9830546,0.0003957333,0.01356996,0.00003867153,0.000016561,0.00002974815,0.00009375327,0.0000643332,0.002736703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005812476,"threshold_uncertainty_score":0.001944423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784397934611377,"score_gpt":0.2657339403968136,"score_spread":0.2478899610506998,"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."}}