{"id":"W3007533970","doi":"10.22329/csw.v14i1.5875","title":"Value-Based Social Work Research","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Work (physics); Sociology; Ambivalence; Core (optical fiber); Social research; Empowerment; Social work; Engineering ethics; Public relations; Psychology; Political science; Social psychology; Social science; Computer science; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07455854,0.0010032,0.001716195,0.01284,0.008683544,0.02322037,0.003185763,0.003584679,0.007505503],"category_scores_gemma":[0.06479093,0.0006972107,0.0006690166,0.01150871,0.03610406,0.01608158,0.01146232,0.005660182,0.00120657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01420049,"about_ca_system_score_gemma":0.01736652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023965,"about_ca_topic_score_gemma":0.003494926,"domain_scores_codex":[0.933456,0.04952072,0.001640002,0.002476662,0.01126945,0.001637213],"domain_scores_gemma":[0.8429111,0.1250075,0.005355395,0.01098454,0.01112551,0.004615985],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001947795,0.0001746605,0.002453279,0.0009403249,0.00005303518,0.0001666216,0.02192457,0.0005456415,0.0002321692,0.8922134,0.006358529,0.07491823],"study_design_scores_gemma":[0.00001816005,0.00008733365,0.001106359,0.003351911,0.000017294,0.0002117373,0.03324846,0.001221279,0.0003847871,0.8641981,0.0961246,0.00002996393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04756231,0.03092226,0.2245223,0.1214402,0.00259188,0.002785783,0.0005248908,0.000240625,0.5694098],"genre_scores_gemma":[0.8246208,0.03089335,0.116212,0.00692247,0.001410511,0.003282019,0.0003014994,0.000169954,0.01618733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9254414,"threshold_uncertainty_score":0.394308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495222567104387,"score_gpt":0.4502628311379646,"score_spread":0.3007405744275259,"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."}}