{"id":"W4391729859","doi":"10.1007/978-3-031-17299-1_1828","title":"Mode Effects","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Gaussian Processes and Bayesian Inference","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mode (computer interface); Materials science; Chemistry; Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007147136,0.0008812165,0.000616501,0.0008862388,0.0008435702,0.002100294,0.001040084,0.001373832,0.07653442],"category_scores_gemma":[0.003305844,0.0005989264,0.0006047803,0.0006984024,0.001151978,0.002716701,0.001597238,0.002758412,0.02405777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007702257,"about_ca_system_score_gemma":0.0006773802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246109,"about_ca_topic_score_gemma":0.002006495,"domain_scores_codex":[0.9995416,0.00008437034,0.00001058472,0.0001269297,0.0001966294,0.00003985365],"domain_scores_gemma":[0.9991364,0.0003379525,0.00003576657,0.000229833,0.0002044881,0.00005562574],"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":[0.00004089401,0.00002719949,0.000193519,0.0000913561,0.00001802056,0.00005382208,0.000154837,0.002570047,0.003314742,0.8026323,0.05177936,0.1391239],"study_design_scores_gemma":[0.000011515,0.00003263254,0.0006394216,0.0001022196,0.00003694916,0.0004213637,0.00008055853,0.01824049,0.00548516,0.6857792,0.2891244,0.00004612721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003547713,0.003357791,0.3903509,0.00150165,0.00115597,0.00005802102,0.000382886,0.001513341,0.5981317],"genre_scores_gemma":[0.08957563,0.003212612,0.06845583,0.00122012,0.0005492012,0.0001200117,0.0004196108,0.001377652,0.8350694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07653442,"threshold_uncertainty_score":0.2560331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471233560886256,"score_gpt":0.2334615307746397,"score_spread":0.2187491951657772,"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."}}