{"id":"W4398248585","doi":"10.22329/csw.v23i1.7585","title":"Introduction to Volume 23, number 1","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); Computer science; Mathematics; 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":[0.001135464,0.00007988218,0.0001252671,0.00003085324,0.009862569,0.0001527195,0.0002352875,0.00007524511,0.1048971],"category_scores_gemma":[0.003395533,0.0001058212,0.00008491304,0.002798839,0.0002626635,0.0001564926,0.00009781706,0.0003882261,0.006372458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319778,"about_ca_system_score_gemma":0.0001890673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311932,"about_ca_topic_score_gemma":0.000023366,"domain_scores_codex":[0.9977162,0.0008430548,0.0001626928,0.0002622399,0.0005875477,0.0004282622],"domain_scores_gemma":[0.9990667,0.0004280248,0.00003120457,0.0001006819,0.0001381072,0.0002352445],"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":[0.00002284358,0.00008499216,0.0007318454,0.000001026053,0.000004373401,0.000001448678,0.01099608,0.000001206436,0.000001434122,0.382536,0.5999431,0.005675696],"study_design_scores_gemma":[0.00005240631,0.0000124528,0.002324276,5.287864e-7,0.00001629727,7.152591e-7,0.02516485,2.655136e-7,9.219578e-7,0.01061762,0.9616745,0.000135222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007690454,0.00002515023,0.0002720888,0.8470644,0.005503173,0.0001923977,0.000006150912,0.0001553911,0.1390908],"genre_scores_gemma":[0.8798549,0.000001678353,0.0005335248,0.006384565,0.01262048,0.0001516485,0.00001250612,0.00001887809,0.1004218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8721645,"threshold_uncertainty_score":0.9944012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932819600103652,"score_gpt":0.3855209423949589,"score_spread":0.3561927463939224,"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."}}