{"id":"W4405296749","doi":"10.1163/22134808-bja10136","title":"Research Priorities for Autonomous Sensory Meridian Response: An Interdisciplinary Delphi Study","year":2024,"lang":"en","type":"article","venue":"Multisensory Research","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Psychology; Meridian (astronomy); Sensory system; Delphi method; Delphi; Applied psychology; Medical education; Cognitive psychology; Artificial intelligence; Medicine","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":[0.1580444,0.00106223,0.001193898,0.003508258,0.01248711,0.008665063,0.003461051,0.004596182,0.00521503],"category_scores_gemma":[0.1226173,0.001408306,0.0009697376,0.00257764,0.00486014,0.007000099,0.01661245,0.006824698,0.001158114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001481,"about_ca_system_score_gemma":0.02981433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969265,"about_ca_topic_score_gemma":0.002985991,"domain_scores_codex":[0.8444806,0.1265356,0.007475456,0.00359085,0.007105554,0.01081186],"domain_scores_gemma":[0.8723229,0.08569354,0.003784465,0.003092998,0.0233838,0.01172224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003435736,0.000382734,0.009242153,0.002942604,0.00004090856,0.001465751,0.916197,0.0005230705,0.005264533,0.01384756,0.006566568,0.04318358],"study_design_scores_gemma":[0.00004449393,0.000312764,0.003101564,0.001198847,0.0000131642,0.0002516144,0.9728812,0.0007416388,0.0005009976,0.003223737,0.01767531,0.00005464153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597236,0.001823245,0.03489328,0.0591206,0.001741665,0.02731453,0.0004600428,0.0001384689,0.01478459],"genre_scores_gemma":[0.889196,0.002351779,0.04778044,0.01269727,0.0002777223,0.04311495,0.0002399748,0.00008980324,0.004252025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580444,"threshold_uncertainty_score":0.8358287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3263391822676477,"score_gpt":0.547617538212636,"score_spread":0.2212783559449883,"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."}}