{"id":"W2183020012","doi":"10.22329/csw.v13i1.5850","title":"Failure, Communities of Practice, and the Value Base of Social Work","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Social work; Value (mathematics); Work (physics); Sociology; Public relations; Social psychology; Psychology; Political science; Business; 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":[0.02461826,0.0005966065,0.000622541,0.005327562,0.01395315,0.01887497,0.002111228,0.004170144,0.002923626],"category_scores_gemma":[0.03465328,0.0003286761,0.0003394298,0.002756376,0.1151832,0.0139169,0.01667295,0.005014061,0.0002956553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098456,"about_ca_system_score_gemma":0.0151409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736612,"about_ca_topic_score_gemma":0.005879508,"domain_scores_codex":[0.9622912,0.02835133,0.0006597505,0.001145766,0.005434335,0.002117662],"domain_scores_gemma":[0.945493,0.0345514,0.005469468,0.003207846,0.00406291,0.00721539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002738483,0.00004559447,0.001846898,0.0001140947,0.00001271074,0.0001809238,0.09208432,0.0004289457,0.0001085775,0.8787888,0.00220579,0.02415604],"study_design_scores_gemma":[0.00002723799,0.00007759485,0.001544197,0.0004676505,0.000007618947,0.0002415285,0.05225811,0.0009389609,0.000130504,0.8976234,0.0466423,0.00004090958],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2996174,0.01610762,0.06378907,0.1483867,0.001184377,0.0003367781,0.0000512005,0.0001698425,0.470357],"genre_scores_gemma":[0.9931244,0.001031471,0.002374464,0.0006173266,0.0001421142,0.00006194398,0.000006422591,0.0000155807,0.002626254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02461826,"threshold_uncertainty_score":0.1301954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161518383008236,"score_gpt":0.3750600176403733,"score_spread":0.3434448338102909,"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."}}