{"id":"W2137188935","doi":"10.1063/1.4934836","title":"Phase engineering of monolayer transition-metal dichalcogenide through coupled electron doping and lattice deformation","year":2015,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"2D Materials and Applications","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monolayer; Materials science; Condensed matter physics; Doping; Band bending; Transition metal; Deformation (meteorology); Electronic band structure; Lattice (music); Phase transition; Nanotechnology; Chemistry; Physics; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001267709,0.0001166073,0.0001674084,0.00001747861,0.00005125997,0.00003727571,0.00007801261,0.00002868125,0.00000579929],"category_scores_gemma":[0.000002385394,0.0001160187,0.0000249224,0.00009661423,0.00002988553,0.0002445267,0.00001939071,0.00004521004,0.00002018007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255616,"about_ca_system_score_gemma":0.00001486661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007688131,"about_ca_topic_score_gemma":8.328836e-7,"domain_scores_codex":[0.9992948,0.0000092456,0.0002130857,0.000161039,0.0001444346,0.0001774569],"domain_scores_gemma":[0.999665,0.00002710897,0.0001011576,0.000137886,0.00002932092,0.00003957516],"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":[0.0000260403,0.00005930155,8.196197e-7,0.00003242121,0.000007636078,2.657188e-7,0.0006846701,0.00383663,0.9764907,0.01877473,0.00002585195,0.00006097547],"study_design_scores_gemma":[0.0009391796,0.00002529335,0.00001584127,0.000009731132,0.00003733853,0.000002792929,0.00006024259,0.002239648,0.9950963,0.001370129,0.000068529,0.0001350027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122028,0.0000228019,0.08718149,0.0001997099,0.00005074873,0.00020239,0.00001275584,0.00005327716,0.00007403778],"genre_scores_gemma":[0.9948404,0.000004832253,0.004631504,0.0002613844,0.0001515637,0.00006173079,0.00003208651,0.0000160843,4.478474e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08263757,"threshold_uncertainty_score":0.4731104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727883543719545,"score_gpt":0.2454164418098632,"score_spread":0.2281376063726678,"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."}}