{"id":"W4312953038","doi":"10.22329/csw.v22i2.7095","title":"Introduction to Volume 22, number 2","year":2022,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Volume (thermodynamics); Physics; Thermodynamics","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001134206,0.00007980183,0.0001252486,0.00003100649,0.009722793,0.000153173,0.0002352648,0.00007550057,0.1710149],"category_scores_gemma":[0.00331186,0.0001058297,0.00008486318,0.00279553,0.0002626163,0.0001565589,0.00009835793,0.0003916808,0.004677499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336141,"about_ca_system_score_gemma":0.0001883417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677172,"about_ca_topic_score_gemma":0.00001776012,"domain_scores_codex":[0.9977152,0.0008422045,0.0001624585,0.0002619367,0.0005916953,0.000426475],"domain_scores_gemma":[0.9990743,0.000421191,0.00003124139,0.0001006938,0.0001375929,0.0002350022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002205389,0.00008440574,0.0006972101,0.000001012294,0.000004259452,0.000001455479,0.008899834,0.000001163933,0.000001302166,0.386454,0.5965426,0.007290691],"study_design_scores_gemma":[0.00005360551,0.0000124097,0.002351235,5.238961e-7,0.00001624362,7.183148e-7,0.02410042,2.611871e-7,9.220999e-7,0.0112852,0.9620434,0.0001350719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007722157,0.00002409019,0.0002663323,0.7961005,0.00548144,0.0001875322,0.000005686959,0.0001533155,0.1900589],"genre_scores_gemma":[0.8829062,0.000001742343,0.0005342085,0.006349869,0.01304896,0.0001601238,0.000009216687,0.00001915849,0.09697051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8751841,"threshold_uncertainty_score":0.9960974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687529675848709,"score_gpt":0.3853311301577455,"score_spread":0.3584558333992584,"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."}}