{"id":"W3015435496","doi":"10.22329/csw.v13i2.5863","title":"Taking a Detour from a Journey","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Managerialism; Sociology; Context (archaeology); Service (business); Public relations; Immigration; Liberalism; Public administration; Ethnography; Administration (probate law); Political science; Law; Politics; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02215568,0.0009203469,0.0007743138,0.001684516,0.03627393,0.02548437,0.002019777,0.005863598,0.008346451],"category_scores_gemma":[0.03140412,0.0005205103,0.0005887895,0.001076927,0.06472973,0.02532102,0.01796567,0.01656815,0.004071799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006364216,"about_ca_system_score_gemma":0.01361904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884369,"about_ca_topic_score_gemma":0.006394356,"domain_scores_codex":[0.9751191,0.01734461,0.0004145625,0.001692434,0.003386692,0.002042615],"domain_scores_gemma":[0.9746839,0.005577196,0.001388578,0.003216657,0.004773335,0.01036028],"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":[0.0000706677,0.0001512439,0.001629175,0.000132255,0.00002568067,0.001185491,0.558579,0.0001322492,0.001771778,0.3034752,0.1085777,0.02426945],"study_design_scores_gemma":[0.000008494181,0.00008390903,0.0003794955,0.0002653,0.000005469427,0.0005641485,0.3940451,0.0001120824,0.0003217894,0.05439974,0.5497712,0.00004320688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1320619,0.005368663,0.02173146,0.644635,0.007616415,0.0002209611,0.00009973755,0.0005202981,0.1877455],"genre_scores_gemma":[0.8126719,0.002709452,0.01162258,0.06639065,0.001385266,0.000210459,0.00007342563,0.0005791368,0.1043572],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03627393,"threshold_uncertainty_score":0.1171718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724407087441688,"score_gpt":0.3722121619460779,"score_spread":0.334968091071661,"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."}}