{"id":"W2612694626","doi":"10.1521/jsyt.2017.36.1.26","title":"Valuing Our Values: Short Stories of Revitalizing Traditional Work Contexts by Reclaiming Collaborative Practices","year":2017,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Value (mathematics); Narrative therapy; Sociology; Work (physics); Family therapy; Psychology; Best practice; Engineering ethics; Public relations; Psychotherapist; Engineering; Management; Political science; Narrative; Computer science","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":[0.01668323,0.001607741,0.0009436705,0.001896761,0.02535253,0.01639256,0.003334276,0.006828623,0.00179247],"category_scores_gemma":[0.03251921,0.0008778948,0.0009081284,0.001411278,0.07208305,0.01776641,0.01896624,0.01972005,0.0005425292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006174771,"about_ca_system_score_gemma":0.003418262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004277459,"about_ca_topic_score_gemma":0.007786551,"domain_scores_codex":[0.9563432,0.0361079,0.0004515267,0.001006109,0.003262789,0.002828435],"domain_scores_gemma":[0.9745409,0.01808984,0.001726502,0.001485224,0.001252704,0.002904943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003436167,0.00003627326,0.0004450485,0.00006400196,0.00001030919,0.0009858073,0.9715083,0.00006617305,0.000337891,0.01876837,0.002835748,0.004907828],"study_design_scores_gemma":[0.00001279101,0.00008250473,0.0005061401,0.0002166196,0.00001144267,0.001330518,0.9126192,0.0002213845,0.000481286,0.008666194,0.0758146,0.00003721526],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7463319,0.009732883,0.02376153,0.1029513,0.002777978,0.0003270989,0.0001061079,0.0003241967,0.113687],"genre_scores_gemma":[0.9835481,0.002063087,0.002902954,0.003994934,0.0002849836,0.0001217581,0.00002346946,0.0001529741,0.006907708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02535253,"threshold_uncertainty_score":0.08823043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07531805706305161,"score_gpt":0.3699406167773904,"score_spread":0.2946225597143388,"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."}}