{"id":"W2111462318","doi":"10.22329/csw.v8i1.5744","title":"Reflexivity","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Accountability; Discretion; Sociology; Engineering ethics; Currency; Relation (database); Ambiguity; Public relations; Epistemology; Pedagogy; Political science; Social science; Computer science; Law; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1158382,0.001526474,0.00284951,0.004984908,0.006619436,0.02292002,0.005474425,0.007782005,0.01957837],"category_scores_gemma":[0.1824033,0.001354043,0.002598328,0.003177129,0.07505069,0.02176557,0.01511796,0.01265822,0.009484328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006395486,"about_ca_system_score_gemma":0.01776049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253936,"about_ca_topic_score_gemma":0.0009899791,"domain_scores_codex":[0.7972918,0.1269193,0.01598631,0.02278463,0.0328458,0.004172224],"domain_scores_gemma":[0.728147,0.1524556,0.01666782,0.06508876,0.03281585,0.004824883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008225536,0.00006381322,0.0005357981,0.001452162,0.00009431126,0.0002420845,0.03843043,0.0003048367,0.0007790963,0.902379,0.01615812,0.03947812],"study_design_scores_gemma":[0.00004217427,0.00007822164,0.0003399362,0.002314666,0.00004717312,0.0003975,0.0088091,0.0002579789,0.000909726,0.5840379,0.4026945,0.00007098144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01116438,0.008650135,0.2940509,0.0748574,0.007882109,0.003233417,0.0009590486,0.0009798033,0.5982228],"genre_scores_gemma":[0.6052681,0.01089975,0.2284085,0.03594921,0.006198284,0.0100659,0.001313395,0.001748476,0.1001483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1158382,"threshold_uncertainty_score":0.6126184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07222299650090737,"score_gpt":0.4620971445990215,"score_spread":0.3898741480981141,"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."}}