{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008149008,0.00007315933,0.0001320562,0.00002116746,0.002470974,0.0001399015,0.000184611,0.0001801659,0.02353428],"category_scores_gemma":[0.002262479,0.00008254006,0.00009038382,0.001310925,0.0003771649,0.0002189853,0.00002801678,0.0002595602,0.008035153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280011,"about_ca_system_score_gemma":0.000168613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007279991,"about_ca_topic_score_gemma":0.00002633293,"domain_scores_codex":[0.9984814,0.0004555985,0.0001257072,0.0001842761,0.0003645257,0.0003885264],"domain_scores_gemma":[0.9983464,0.001231447,0.00002998389,0.00009626579,0.0001272348,0.0001686391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001680403,0.00006079852,0.00307535,0.000003852392,0.000004892817,0.000001108968,0.005834507,3.534469e-8,0.000003679835,0.951655,0.02941208,0.009931933],"study_design_scores_gemma":[0.00007599092,0.000007352294,0.008250909,0.000003645609,0.00001058074,9.932948e-8,0.006660108,1.402836e-7,0.00000297446,0.03100721,0.9538632,0.0001177677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02810065,0.00006289838,0.00006609497,0.2415644,0.00232001,0.0001485329,0.000001290227,0.0001444203,0.7275917],"genre_scores_gemma":[0.961823,0.000004807421,0.0002609839,0.002401464,0.001352111,0.00001099055,0.00000182468,0.0000107095,0.03413413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9337223,"threshold_uncertainty_score":0.9988277,"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."}}