{"id":"W2910614372","doi":"10.1177/2056997118813334","title":"At This Time and In This Place: Vocation and Higher Education; Vocation Across the Academy: A New Vocabulary for Higher Education","year":2019,"lang":"en","type":"article","venue":"International Journal of Christianity & Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ambrose University","funders":"","keywords":"Higher education; Vocabulary; Sociology; Pedagogy; Psychology; Philosophy; Political science; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001511205,0.000184674,0.0002326777,0.0002937527,0.0003608714,0.0003295086,0.0004600408,0.000215435,0.001607036],"category_scores_gemma":[0.000247432,0.0001641891,0.0000818935,0.00030278,0.0001457287,0.001025503,0.00004616604,0.0002871093,0.0001237419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008996812,"about_ca_system_score_gemma":0.005186453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005144316,"about_ca_topic_score_gemma":0.0004525689,"domain_scores_codex":[0.9979181,0.0002836405,0.0006883488,0.0002763694,0.0005914239,0.0002421429],"domain_scores_gemma":[0.9972983,0.0004336738,0.0008838341,0.0001754037,0.0009905583,0.000218201],"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":[0.0004487816,0.001239945,0.05818364,0.0001326974,0.0001904722,2.764362e-7,0.07864875,0.00002401917,0.001996325,0.08339316,0.6683747,0.1073673],"study_design_scores_gemma":[0.0004635946,0.00004389746,0.1737707,0.0002221835,0.00003465636,0.00002771068,0.002962582,0.00001409682,0.00006988478,0.004272976,0.8179359,0.000181798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8556085,0.00612413,0.00001787445,0.1136711,0.009039649,0.001021265,0.00002088532,0.0000221553,0.01447439],"genre_scores_gemma":[0.8327894,0.0007629192,0.0004113971,0.00280077,0.0051495,0.00006235501,0.00006980724,0.00002470986,0.1579292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495613,"threshold_uncertainty_score":0.9993056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666144084233842,"score_gpt":0.3836362317033437,"score_spread":0.3569747908610053,"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."}}