{"id":"W2755537743","doi":"10.1007/s00426-017-0914-2","title":"Increasing participant motivation reduces rates of intentional and unintentional mind wandering","year":2017,"lang":"en","type":"article","venue":"Psychological Research","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mind-wandering; Task (project management); Psychology; Intrinsic motivation; Cognitive psychology; Attention deficits; Control (management); Social psychology; Cognition; Computer science; Neuroscience","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001771686,0.00007071925,0.0001154145,0.0001098159,0.0006397326,0.0001753522,0.0002536697,0.00006166973,0.0001977962],"category_scores_gemma":[0.009677163,0.00005394762,0.00004036535,0.00009117689,0.000822233,0.0001903398,0.0001810579,0.0002575257,0.00001810358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001221413,"about_ca_system_score_gemma":0.00001164501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002087603,"about_ca_topic_score_gemma":0.00000138622,"domain_scores_codex":[0.9983562,0.0003159623,0.0002130697,0.0003671646,0.0004678461,0.0002797972],"domain_scores_gemma":[0.9988497,0.0006194995,0.0001023688,0.0002050785,0.0001335076,0.00008978407],"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":[0.0002023094,0.0001792514,0.02046354,0.0000121362,0.000004558995,0.000007910931,0.00007826935,0.000002124636,0.9549411,0.004991194,0.00003675288,0.01908088],"study_design_scores_gemma":[0.0004759919,0.0003102197,0.8388717,0.0001273628,0.000003966346,0.0000405455,0.0002393718,0.0006742803,0.1446504,0.01443028,0.0000872204,0.00008868668],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956146,0.00003478942,0.0002308846,0.0009764706,0.00009760294,0.000106362,0.000004165571,0.000008562292,0.002926583],"genre_scores_gemma":[0.9992053,0.00006241082,0.0002586489,0.00001439844,0.00005255548,0.00001306531,0.000002060932,0.000004772007,0.0003867826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8184081,"threshold_uncertainty_score":0.9986647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7026972135781504,"score_gpt":0.5536458779951439,"score_spread":0.1490513355830065,"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."}}