{"id":"W3000523045","doi":"10.22329/csw.v11i3.5829","title":"Building Bridges and Crossing Boundaries","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Bridge (graph theory); Reciprocal; Sociology; Variety (cybernetics); Discipline; Credibility; Reciprocity (cultural anthropology); Active listening; Environmental ethics; Epistemology; Computer science; Political science; Social science; Law; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000187333,0.0001138217,0.0001870835,0.00002425708,0.001416946,0.0009429896,0.00008900945,0.0001648341,0.0004659471],"category_scores_gemma":[0.00007948031,0.000119875,0.00006142607,0.0001509763,0.001317787,0.00006323255,0.00003140585,0.0002216978,0.0001088301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003202074,"about_ca_system_score_gemma":0.00004158303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004671079,"about_ca_topic_score_gemma":0.000005307117,"domain_scores_codex":[0.9990495,0.00005612499,0.0001489487,0.0002526446,0.0001205244,0.0003722215],"domain_scores_gemma":[0.9994463,0.0003018577,0.00001967866,0.0001104719,0.0000515694,0.00007015109],"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":[0.0001299243,0.00006785901,0.02241221,0.00002838656,0.00003772979,0.00001659331,0.03404237,7.271396e-7,0.0001280201,0.9039096,0.002100466,0.03712615],"study_design_scores_gemma":[0.001544589,0.000163138,0.3019607,0.0001216911,0.00009294991,0.00002552667,0.02209636,0.0001077308,0.000003407489,0.125322,0.5476417,0.0009201829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984659,0.001164297,0.008061062,0.001731081,0.002046223,0.00008273061,0.000006571927,0.00008647004,0.002162581],"genre_scores_gemma":[0.9963866,0.000005359606,0.001266047,0.000895245,0.0006124434,0.000005293558,0.000001797421,0.00002354139,0.000803711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785875,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936998192735844,"score_gpt":0.346251164091409,"score_spread":0.3268811821640506,"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."}}