{"id":"W4389742790","doi":"10.1002/smtd.202301632","title":"Optoelectronic Materials and Devices","year":2023,"lang":"en","type":"editorial","venue":"Small Methods","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photodetection; Optoelectronics; Nanotechnology; Materials science; Light-emitting diode; Engineering physics; Photodetector; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008425889,0.001144057,0.0009362672,0.001207031,0.001482787,0.003765505,0.001938414,0.002902737,0.03229391],"category_scores_gemma":[0.001483952,0.0006488659,0.0005524692,0.001230623,0.00162678,0.003895102,0.004425354,0.003246357,0.01814149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443383,"about_ca_system_score_gemma":0.001045473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002597443,"about_ca_topic_score_gemma":0.0003976812,"domain_scores_codex":[0.9988101,0.0001333886,0.000090063,0.0002213785,0.0005854191,0.0001597053],"domain_scores_gemma":[0.9996333,0.00008761674,0.00004509444,0.00008305471,0.0001057848,0.00004515636],"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":[0.00007305569,0.0001200343,0.0003500674,0.004006531,0.00006077342,0.0003882559,0.0003872265,0.0007307671,0.05490086,0.3923438,0.1936819,0.3529567],"study_design_scores_gemma":[0.00000628331,0.00003475482,0.00009488361,0.0001867504,0.000006858639,0.0002355709,0.00004983638,0.0003437383,0.01040522,0.02086521,0.9677516,0.00001930912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01060986,0.3518142,0.07097631,0.01708169,0.03939346,0.0007663791,0.002945781,0.002210503,0.5042018],"genre_scores_gemma":[0.1354468,0.3726975,0.1011262,0.0139989,0.01036625,0.002245226,0.005155111,0.0008844657,0.3580796],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03229391,"threshold_uncertainty_score":0.1080339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258437943880004,"score_gpt":0.3289714217798552,"score_spread":0.3063870423410551,"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."}}