{"id":"W2020816850","doi":"10.1007/s10608-013-9564-x","title":"Simply Imagining Sunshine, Lollipops and Rainbows Will Not Budge the Bias: The Role of Ambiguity in Interpretive Bias Modification","year":2013,"lang":"en","type":"article","venue":"Cognitive Therapy and Research","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Autoritatea Natională pentru Cercetare Stiintifică; National Institute for Health and Care Research; University of Oxford; Lupina Foundation; Wellcome Trust","keywords":"Ambiguity; Valence (chemistry); Psychology; Emotional valence; Quality of Life Research; Cognitive psychology; Social psychology; Cognition; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001242865,0.0002724111,0.0001652866,0.0001402248,0.0002506542,0.0008913913,0.0002297158,0.0004693824,0.002004123],"category_scores_gemma":[0.01263496,0.0001521876,0.0001977314,0.000079101,0.001360128,0.00117035,0.0006169642,0.0007680265,0.0002099816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066117,"about_ca_system_score_gemma":0.0003254346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113688,"about_ca_topic_score_gemma":0.0003440336,"domain_scores_codex":[0.999109,0.000467088,0.00005539029,0.0001007039,0.000205627,0.00006230121],"domain_scores_gemma":[0.9970969,0.001775428,0.000549456,0.000297694,0.0001254951,0.000154938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003963268,0.000996138,0.05421556,0.001473126,0.0002429601,0.001813622,0.07637115,0.002974214,0.5338321,0.0398712,0.001530099,0.2827165],"study_design_scores_gemma":[0.0008440245,0.008910033,0.3926875,0.001280456,0.0006570036,0.01060694,0.06905136,0.02155777,0.2704459,0.1789912,0.04457893,0.0003887696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675349,0.0003237291,0.01511774,0.0007330888,0.00006483683,0.00004985917,0.00001771308,0.00003200626,0.01612617],"genre_scores_gemma":[0.9949781,0.00009214089,0.004263293,0.0001030609,0.000008033112,0.00002020416,0.00001056437,0.0000099579,0.0005145432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002004123,"threshold_uncertainty_score":0.00670445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276717841693325,"score_gpt":0.4010227320755664,"score_spread":0.1733509479062339,"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."}}