{"id":"W4283582670","doi":"10.21203/rs.3.rs-1752808/v1","title":"Photo-engineered optoelectronic properties of indium tin oxide via reactive laser annealing","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Trent University; Nottingham Trent University","keywords":"Materials science; Optoelectronics; Indium tin oxide; Annealing (glass); Laser; Photonics; Indium; Doping; Nanotechnology; Tin; Thin film; Optics; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001509819,0.0002455885,0.000132673,0.0001360914,0.00009871376,0.0002845006,0.000249559,0.0002117652,0.0004932029],"category_scores_gemma":[0.000231678,0.000151992,0.0001027527,0.0001204348,0.0002762032,0.0001815943,0.0001154996,0.0002328184,0.0001184389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838847,"about_ca_system_score_gemma":0.0001037485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004962932,"about_ca_topic_score_gemma":0.0008021042,"domain_scores_codex":[0.9999177,0.000009257524,0.000004316487,0.00002108559,0.00002834305,0.00001927504],"domain_scores_gemma":[0.9998953,0.00003436655,0.00003541001,0.0000122631,0.0000167934,0.000005808387],"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":[0.00002209171,0.000005476451,0.00006932381,0.00001575771,0.000001631284,0.00001281563,0.00001615524,0.00009028958,0.999329,0.00006315865,0.000009593853,0.0003647745],"study_design_scores_gemma":[0.000003469046,0.00005226753,0.0007923327,0.000001707613,0.000004036567,0.00001801123,0.00001135764,0.001601225,0.9972073,0.00001496505,0.0002902649,0.000003029145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981527,0.0002182489,0.00104866,0.00001946033,0.00000676687,0.00000424344,0.00003703937,0.00002993695,0.0004829333],"genre_scores_gemma":[0.9984669,0.00008775888,0.0008807397,0.000006912975,0.000001809632,0.000004484716,0.0000209644,0.00001087336,0.0005195995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004962932,"threshold_uncertainty_score":0.002059698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359098198164531,"score_gpt":0.3014082382284007,"score_spread":0.2678172562467554,"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."}}