{"id":"W2195357341","doi":"","title":"Social Justice and the Word: Keeping Diversity Alive in Therapeutic Conversations","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Utterance; Injustice; Identity (music); Psychology; Social justice; Economic Justice; Diversity (politics); Personality psychology; Social identity theory; Social injustice; Scope (computer science); Public relations; Sociology; Social psychology; Psychotherapist; Political science; Personality; Criminology; Linguistics; Aesthetics; Social group; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378014,0.0001392499,0.0002644777,0.0002177495,0.0006212213,0.00008353083,0.0001960654,0.0001163397,0.00006520355],"category_scores_gemma":[0.000002137678,0.00011369,0.00007521282,0.0001728814,0.0003753785,0.0000683658,3.505985e-7,0.0003585306,0.000002723919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002269181,"about_ca_system_score_gemma":0.0000679615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534063,"about_ca_topic_score_gemma":0.01168041,"domain_scores_codex":[0.9988514,0.0002891496,0.0002973675,0.0001552646,0.0001299754,0.0002768947],"domain_scores_gemma":[0.9989426,0.000428797,0.0002098385,0.0001212941,0.0001221902,0.0001753509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001149574,0.0000443243,0.007118645,0.00002804144,0.0003950917,0.00002419104,0.7157056,0.0001557474,0.00002016392,0.2243161,0.001723358,0.04931922],"study_design_scores_gemma":[0.01579337,0.0003247711,0.01930237,0.0001534709,0.0004357742,0.0002064854,0.02335468,0.002381986,2.840357e-7,0.7001951,0.2372237,0.0006279363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296043,0.02237678,0.1418497,0.003480089,0.001703355,0.0002010997,0.000006888005,0.000009677422,0.0007680326],"genre_scores_gemma":[0.9652808,0.02954981,0.0000445074,0.00451742,0.0003945451,0.000001942428,7.29075e-7,0.00001780988,0.0001924874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6923509,"threshold_uncertainty_score":0.6517943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351193783345371,"score_gpt":0.2811792120651571,"score_spread":0.2576672742317034,"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."}}