{"id":"W2131677758","doi":"10.1016/j.lindif.2007.04.002","title":"Attributional retraining and elaborative learning: Improving academic development through writing-based interventions","year":2007,"lang":"en","type":"article","venue":"Learning and Individual Differences","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; University of California, Irvine; University of Manitoba","keywords":"Psychology; Attribution; Retraining; Affect (linguistics); Cognition; Psychological intervention; Intervention (counseling); Developmental psychology; Social psychology; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001247928,0.0003173282,0.000314799,0.0003625893,0.001018661,0.0001517058,0.0001535645,0.0002947636,0.0003995073],"category_scores_gemma":[0.001189017,0.0002842761,0.00006593758,0.0006121363,0.0003348438,0.0002497001,0.0001326522,0.001300089,0.00002657334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000443045,"about_ca_system_score_gemma":0.00007739259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003265276,"about_ca_topic_score_gemma":0.0000113229,"domain_scores_codex":[0.9975036,0.0003089109,0.0005374206,0.0006879462,0.0003944483,0.0005676529],"domain_scores_gemma":[0.9980147,0.001130329,0.0004172528,0.00006669862,0.0002149287,0.000156084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005167677,0.0001001581,0.7399735,0.00005265786,0.0001294732,0.000004764551,0.008200734,0.000001783114,0.00004883231,0.0004077744,0.00004634321,0.2509823],"study_design_scores_gemma":[0.001133737,0.0004985988,0.967774,0.0004134935,0.00008629358,0.00001273505,0.02116789,0.00006281782,0.0002872242,0.0004146273,0.007765323,0.000383293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512162,0.01013972,0.0345037,0.0001268174,0.0003290939,0.0001977161,0.00001728231,0.0001896891,0.003279799],"genre_scores_gemma":[0.9956713,0.0008963228,0.002111681,0.00009842867,0.0001999247,0.00005265622,0.00015278,0.0000268936,0.0007900139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.250599,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230060226113783,"score_gpt":0.3978541224215408,"score_spread":0.2748480998101624,"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."}}