{"id":"W2106131077","doi":"10.1177/1524839914568344","title":"Reflexivity","year":2015,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; University of Toronto; Toronto Public Health","funders":"","keywords":"Reflexivity; Process (computing); Knowledge translation; Variety (cybernetics); Engineering ethics; Knowledge management; Bridge (graph theory); Reflective practice; Field (mathematics); Sociology; Computer science; Medicine; Pedagogy; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0221651,0.0001488362,0.0002731767,0.0001667884,0.001270605,0.00001888043,0.0002241033,0.0001335711,0.0007033059],"category_scores_gemma":[0.0239269,0.0001412592,0.00002677874,0.0007799608,0.00006352261,0.001539577,0.0001271996,0.0008956051,0.007298643],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279769,"about_ca_system_score_gemma":0.006625426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151452,"about_ca_topic_score_gemma":0.0002426285,"domain_scores_codex":[0.9884678,0.007893388,0.00122922,0.0004158372,0.0008963963,0.00109733],"domain_scores_gemma":[0.993255,0.002581439,0.001273508,0.0005135984,0.001099005,0.001277409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002100146,0.0004675984,0.00742869,0.0007354779,0.00001628059,0.00001620759,0.06650988,0.000008899566,0.00004028965,0.04881889,0.8484181,0.02732966],"study_design_scores_gemma":[0.001157808,0.0005330647,0.002084705,0.00006389299,0.00000492348,0.00002497592,0.009015736,0.00007583186,0.000006375131,0.001354773,0.9855566,0.0001213185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01588645,0.00007033622,0.01777015,0.7980428,0.002916403,0.003083936,0.00003906763,0.0005961867,0.1615947],"genre_scores_gemma":[0.5066469,0.0001557926,0.04152767,0.4389113,0.001583916,0.000951027,0.00003942732,0.00007312587,0.01011085],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4907604,"threshold_uncertainty_score":0.9990061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9065323418952754,"score_gpt":0.7873454375928733,"score_spread":0.1191869043024021,"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."}}