{"id":"W1605547098","doi":"10.1108/sej-07-2014-0033","title":"Social support for improved work integration","year":2015,"lang":"en","type":"article","venue":"Social enterprise journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disadvantaged; CLARITY; Originality; Social work; Public relations; Generalizability theory; Psychology; Vocational education; Social support; Context (archaeology); Work (physics); Social psychology; Applied psychology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001069922,0.0001474951,0.0002850695,0.00007172622,0.002339218,0.00003460833,0.0001447145,0.0001839669,0.0001570013],"category_scores_gemma":[0.0002478491,0.000120649,0.0002148703,0.0001200204,0.00005722507,0.0001792252,0.0000781272,0.0006147665,0.00006455092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003596893,"about_ca_system_score_gemma":0.0003796205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002298807,"about_ca_topic_score_gemma":0.00005560054,"domain_scores_codex":[0.9984316,0.0002251089,0.0005120873,0.0001315307,0.000213662,0.0004859585],"domain_scores_gemma":[0.9988261,0.00009195603,0.000366559,0.00004959262,0.0005209861,0.0001448246],"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":[0.0006874051,0.00007193787,0.01485914,0.00001777141,0.0001059966,0.000002219952,0.05245482,8.859139e-8,0.00008693774,0.001183118,0.9111207,0.01940994],"study_design_scores_gemma":[0.008928551,0.00061057,0.02757692,0.0001382076,0.0002219726,0.000005121618,0.04889594,0.00003021235,0.00002705185,0.03308975,0.8799244,0.000551342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.453548,0.000651321,0.08828805,0.2641616,0.03521838,0.006483211,0.00025963,0.0008868146,0.1505029],"genre_scores_gemma":[0.9616373,0.00003505518,0.0005773054,0.002857448,0.01382498,0.000198464,0.00005500671,0.00006112632,0.02075336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5080892,"threshold_uncertainty_score":0.9989596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002830328020077,"score_gpt":0.4496670981610749,"score_spread":0.3493840653590672,"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."}}