{"id":"W2756942500","doi":"10.1037/mot0000081","title":"An attribution-based motivation treatment for low control students who are bored in online learning environments.","year":2017,"lang":"en","type":"article","venue":"Motivation Science","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Royal Society of Canada","keywords":"Boredom; Psychology; Attribution; PsycINFO; Retraining; Control (management); Clinical psychology; At-risk students; Developmental psychology; Social psychology; Mathematics education; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0005588639,0.0001325572,0.0001558667,0.0001778867,0.001202481,0.0003336097,0.0004943851,0.00004408184,0.00001039389],"category_scores_gemma":[0.002097523,0.0001202318,0.0000391263,0.0001927089,0.0002478234,0.0009089726,0.00002690942,0.00007860045,0.000005397658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095671,"about_ca_system_score_gemma":0.00005222391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000309217,"about_ca_topic_score_gemma":0.00001134265,"domain_scores_codex":[0.9982623,0.00007990002,0.0002402564,0.0005680542,0.0005554084,0.0002940243],"domain_scores_gemma":[0.9989614,0.0001598666,0.0003657223,0.0003800332,0.00004847129,0.0000845383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003800335,0.0004402416,0.6359794,0.000004224766,9.80384e-7,0.00000118176,0.0001102186,0.01504555,0.3430266,0.00006601931,0.000001679744,0.005285943],"study_design_scores_gemma":[0.002149153,0.0001974553,0.7947009,0.00005241497,0.000003442721,2.159791e-7,0.00005899246,0.06735042,0.1352267,0.00004077639,0.0001199643,0.00009960991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404132,0.000001667667,0.05849611,0.0003897224,0.0001174916,0.0005045162,0.00003665772,0.00002820981,0.00001241418],"genre_scores_gemma":[0.9993196,0.00000464422,0.000096444,0.0001473073,0.0000453272,0.00006586566,0.00003039056,0.000009017608,0.0002814288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2078,"threshold_uncertainty_score":0.9248633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07818788122728625,"score_gpt":0.3491065425499911,"score_spread":0.2709186613227048,"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."}}