{"id":"W2078661142","doi":"10.5539/ijps.v6n4p12","title":"A Test of Learned Industriousness in the Physical Activity Domain","year":2014,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of Illinois at Chicago; University of Illinois at Urbana-Champaign","keywords":"Persistence (discontinuity); Psychology; Task (project management); Test (biology); Generalization; Developmental psychology; Cognitive psychology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009554205,0.00009962847,0.0002957868,0.0001186729,0.00003707145,0.00001218997,0.0005717769,0.00007965165,0.0001285126],"category_scores_gemma":[0.0005104106,0.0000559774,0.0001934712,0.0001678643,0.000219426,0.00007147394,0.00004761985,0.0005229133,0.00002198858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004262485,"about_ca_system_score_gemma":0.000007870092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002977761,"about_ca_topic_score_gemma":0.00001518166,"domain_scores_codex":[0.9985369,0.0003729507,0.0004204113,0.0001330029,0.0003749885,0.0001616797],"domain_scores_gemma":[0.9983299,0.0007781386,0.0004276426,0.00012563,0.0002975665,0.00004109098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001880323,0.02056094,0.23962,0.00001695494,0.0004626864,0.0002760845,0.01055597,0.00001363556,0.001757058,0.03761513,0.02067691,0.6665643],"study_design_scores_gemma":[0.001664739,0.001882878,0.9804033,0.00009627266,0.00001982497,0.0001328388,0.002026612,0.000003461145,0.0000525751,0.008104762,0.005533293,0.00007943452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876916,0.0002076433,0.0001531019,0.00647825,0.001133635,0.00008221281,0.000007587938,0.00000495844,0.004240943],"genre_scores_gemma":[0.9989801,0.00004197154,0.00008073064,0.0003555407,0.0004300403,0.00001343177,4.921892e-7,0.000004201526,0.00009346805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407833,"threshold_uncertainty_score":0.2282692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.243141112725687,"score_gpt":0.5349252192208239,"score_spread":0.2917841064951369,"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."}}