{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01483347,0.001146978,0.001091626,0.0033882,0.02688042,0.01792821,0.004124952,0.009860223,0.02059568],"category_scores_gemma":[0.02599526,0.0008995304,0.001010601,0.002247518,0.05062901,0.03828421,0.03540571,0.009724278,0.003452449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006023658,"about_ca_system_score_gemma":0.009014041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133923,"about_ca_topic_score_gemma":0.004439412,"domain_scores_codex":[0.9787015,0.01419361,0.0005266924,0.002040589,0.002115284,0.002422445],"domain_scores_gemma":[0.9860986,0.006526913,0.001274103,0.001672091,0.001528458,0.002899827],"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":[0.00002601363,0.00003391122,0.0007589757,0.0002203618,0.00001947053,0.00062162,0.2168062,0.0002949722,0.0003124635,0.7384492,0.01754235,0.0249145],"study_design_scores_gemma":[0.0000163278,0.00006039665,0.000415429,0.0006559084,0.00001910718,0.0004778295,0.1445027,0.0004427333,0.0002197855,0.4164368,0.4367177,0.00003537517],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09264904,0.01798948,0.1289529,0.1316659,0.004950156,0.0004430177,0.000155103,0.0008098744,0.6223845],"genre_scores_gemma":[0.9108253,0.005190832,0.02540395,0.01134588,0.0005176776,0.0005317426,0.000146044,0.0004033958,0.0456351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02688042,"threshold_uncertainty_score":0.07844788,"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."}}