{"id":"W2572832492","doi":"10.1177/1539449216688201","title":"Clarifying the Construct of Occupational Engagement for Occupational Therapy Practice","year":2017,"lang":"en","type":"article","venue":"OTJR Occupational Therapy Journal of Research","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Construct (python library); Occupational therapy; Conceptualization; Psychology; Qualitative research; Applied psychology; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03089086,0.0003267737,0.0005940233,0.000789814,0.007031462,0.0002455527,0.002136854,0.0003733968,0.001696808],"category_scores_gemma":[0.01251639,0.0002127751,0.0004477427,0.0004869536,0.001047366,0.001738501,0.0002682756,0.002968114,0.0000624416],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500119,"about_ca_system_score_gemma":0.006886171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002119224,"about_ca_topic_score_gemma":0.00002793955,"domain_scores_codex":[0.9877375,0.004652634,0.001853676,0.0004300576,0.004413136,0.0009129575],"domain_scores_gemma":[0.9549682,0.02687741,0.003247672,0.00101984,0.01362932,0.0002575395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1323581,0.002424009,0.5299993,0.000330713,0.00306353,0.00003929643,0.006214639,0.000366543,0.01257229,0.1318584,0.08794449,0.09282874],"study_design_scores_gemma":[0.009844679,0.001722914,0.4740343,0.0003500682,0.00003792077,0.00005368218,0.004482996,0.0002997307,0.00150716,0.00945237,0.4978915,0.0003225873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914603,0.007219006,0.01261259,0.04225508,0.003971351,0.008085824,0.0007671742,0.00005212154,0.01043385],"genre_scores_gemma":[0.9690471,0.007769885,0.01541249,0.001903191,0.003672568,0.0004416894,0.0001027634,0.00009084723,0.001559438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4099471,"threshold_uncertainty_score":0.9993321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6853449251364199,"score_gpt":0.6693862962095356,"score_spread":0.01595862892688427,"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."}}