{"id":"W4396545771","doi":"10.1521/jsyt.2023.42.4.22","title":"Introduction to the Special Section: Holding Hope: Antiracism and Social Justice","year":2023,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Special section; Social justice; Sociology; Economic Justice; Criminology; Psychology; Environmental ethics; Law; Political science; Philosophy; Engineering; Business; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002021469,0.00007316191,0.0001876228,0.00008540125,0.001379706,0.0001068957,0.0001649143,0.00005808644,0.00004818835],"category_scores_gemma":[0.0001008976,0.00005269008,0.00009376348,0.0004533496,0.0002394876,0.000259607,0.00001705489,0.0001905946,0.00002397345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170009,"about_ca_system_score_gemma":0.00009752658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004550837,"about_ca_topic_score_gemma":0.00002703151,"domain_scores_codex":[0.9988023,0.0002704842,0.0002557298,0.0001041871,0.0003942247,0.0001730927],"domain_scores_gemma":[0.9993228,0.0001019801,0.000299528,0.00006305524,0.0001623076,0.00005032312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003635501,0.000008758031,0.0001973298,0.00003057248,0.00006598594,0.000005121544,0.513037,0.00003103714,0.004946953,0.001434564,0.47133,0.008876293],"study_design_scores_gemma":[0.0001024281,0.0000350939,0.0009912685,0.00002652959,0.00003216814,0.00003985592,0.3837458,9.924856e-7,0.000005898372,0.00003419555,0.6149312,0.00005451547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442009,0.001258153,0.0001811944,0.0397367,0.01339361,0.0001508315,0.00000281538,0.00004429774,0.001031458],"genre_scores_gemma":[0.8759773,0.001760039,0.00005161947,0.0002689393,0.1194766,0.000002286044,2.086393e-7,0.000009228342,0.002453794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436012,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848548854952355,"score_gpt":0.2850395903928949,"score_spread":0.2665541018433714,"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."}}