{"id":"W2904632447","doi":"10.22329/csw.v19i2.5687","title":"A Life Lesson","year":2018,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Privilege (computing); Aesthetics; Psychoanalysis; Psychology; History; Sociology; Art; Law; Political science; Archaeology","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":[0.0005558819,0.00005212159,0.00007743832,0.00001704841,0.002100778,0.0001381425,0.0001548633,0.000117832,0.004306483],"category_scores_gemma":[0.008090084,0.00005446051,0.00004642309,0.0004462674,0.001326313,0.0001986001,0.0000151355,0.0001427862,0.001409915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004372458,"about_ca_system_score_gemma":0.0003445235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640386,"about_ca_topic_score_gemma":0.0001246142,"domain_scores_codex":[0.9989112,0.0002619829,0.00009378108,0.0001320973,0.0002910706,0.000309843],"domain_scores_gemma":[0.9984784,0.001017027,0.00001992587,0.00004987936,0.0001679895,0.0002668266],"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":[0.00001586121,0.00005398623,0.001244685,0.000003478261,0.000005634927,8.838967e-7,0.03221951,4.530611e-9,0.000001936547,0.9014028,0.06033837,0.004712843],"study_design_scores_gemma":[0.00003894636,0.00001431269,0.003399401,0.000007702855,0.00001340665,8.885207e-8,0.01834691,1.791586e-7,0.000005298855,0.03035119,0.9477316,0.00009093574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02440715,0.0001625613,0.000125242,0.5498636,0.001433374,0.00006386695,0.000001761205,0.00008545259,0.423857],"genre_scores_gemma":[0.9825673,0.000004447429,0.0003419514,0.005924584,0.008558623,0.000008495512,0.000001156059,0.000006363463,0.002587059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9581602,"threshold_uncertainty_score":0.9993676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16138242418821,"score_gpt":0.472622621436047,"score_spread":0.311240197247837,"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."}}