{"id":"W4389961846","doi":"10.25035/jche.01.01.08","title":"“A Joyous and Frightening Shock\"","year":2023,"lang":"en","type":"article","venue":"Journal of Contemplative and Holistic Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Contemplation; Feeling; Aesthetics; Focus (optics); Shock (circulatory); Energy (signal processing); Epistemology; Philosophy; Art; Psychoanalysis; Environmental ethics; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007462418,0.0000459364,0.0001063121,0.0001286836,0.0002984579,0.00008231505,0.00004639454,0.00003406793,0.00004225346],"category_scores_gemma":[0.0007487238,0.00003892644,0.00001743405,0.0001611697,0.000127847,0.0001743298,0.000009455869,0.00009606049,0.000007589267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004149607,"about_ca_system_score_gemma":0.0005013698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008805863,"about_ca_topic_score_gemma":0.00003402365,"domain_scores_codex":[0.9993711,0.00009182553,0.0001948004,0.00006311257,0.0001793879,0.00009974853],"domain_scores_gemma":[0.9990917,0.0003478946,0.0001099585,0.00002717553,0.0002967551,0.0001265321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000228171,0.00008790845,0.02287653,0.00003201549,0.00004221595,0.000005316806,0.1704411,4.7021e-7,0.0001165298,0.7255448,0.01510592,0.0657244],"study_design_scores_gemma":[0.0004044742,0.0001098145,0.2846987,0.0003362549,0.00005708058,0.00002838305,0.1580821,0.00002036325,0.00004801597,0.293814,0.2622003,0.0002004538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685462,0.0006365033,0.0006247874,0.01219697,0.00124685,0.00008841407,0.000001103966,0.00001698308,0.01664218],"genre_scores_gemma":[0.9955899,0.0003967019,0.000676113,0.0003959324,0.0003660526,0.000002648672,0.00000146349,0.000003359031,0.002567789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4317308,"threshold_uncertainty_score":0.2295527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09125647447319626,"score_gpt":0.414921770793817,"score_spread":0.3236652963206208,"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."}}