{"id":"W3045442955","doi":"10.3389/fpsyg.2020.01820","title":"Alexithymia and the Evaluation of Emotionally Valenced Scenes","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alexithymia; Psychology; Cognitive psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003806371,0.000260384,0.0001940001,0.0006068904,0.0002597928,0.0005262967,0.0001314023,0.0002137542,0.002008457],"category_scores_gemma":[0.002723356,0.0001354283,0.0002612518,0.0002639626,0.000340179,0.0002029051,0.0004664984,0.000415762,0.0001312634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012249,"about_ca_system_score_gemma":0.000116828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313465,"about_ca_topic_score_gemma":0.002247317,"domain_scores_codex":[0.9995899,0.0001012003,0.00006284476,0.00006450255,0.0001352685,0.00004637246],"domain_scores_gemma":[0.9982072,0.0003439382,0.0009944951,0.00009254119,0.0001575624,0.0002043283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216171,0.00008836285,0.9805665,0.00004917125,0.0001372903,0.0002895389,0.0004571278,0.0001173922,0.008147684,0.00009216067,0.0001272236,0.009705871],"study_design_scores_gemma":[0.00000361151,0.00008407298,0.9984868,0.0000088543,0.0000147417,0.000562728,0.0001735107,0.0002327026,0.0002457813,0.00007817325,0.0001054814,0.000003590558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998713,0.00006806994,0.0001802715,0.00002444111,0.00000321518,0.000007337893,0.00003504889,0.000005046585,0.0009635279],"genre_scores_gemma":[0.9995298,0.00005410385,0.0001837284,0.000009895003,0.000003075003,0.000004268446,0.00005573171,0.000001493572,0.0001579134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008457,"threshold_uncertainty_score":0.006718993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312143108380147,"score_gpt":0.3424857162132758,"score_spread":0.2993642851294744,"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."}}