{"id":"W4381889570","doi":"10.4324/9781003442974-12","title":"Reflections on the Nature and Status of the Applied Baccalaureate Degree","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baccalaureate Degree; Degree (music); Mathematics education; Psychology; Political science; Higher education; Physics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001805523,0.0001165897,0.0001008125,0.00008240865,0.0001769447,0.00006009278,0.000661452,0.0001654386,0.0001611988],"category_scores_gemma":[0.00008329818,0.00005556539,0.00005750899,0.00009532999,0.0001167734,0.00002594922,0.0002957299,0.0007202852,0.00009295515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000313094,"about_ca_system_score_gemma":0.0004120541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005112282,"about_ca_topic_score_gemma":0.0004388971,"domain_scores_codex":[0.9990045,0.00002060404,0.0001109842,0.0002445627,0.0004148781,0.0002044689],"domain_scores_gemma":[0.9984308,0.0007145386,0.00006152083,0.0006187617,0.00009556334,0.000078815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003161385,0.00000407317,0.0000045326,0.000005761548,0.00002167734,3.431919e-7,0.00009839819,0.000001161538,0.0000188565,0.98031,0.01447403,0.005057986],"study_design_scores_gemma":[0.00007271898,0.00005733314,0.003383858,0.0000476555,0.000008028563,0.000003890025,0.00004441478,0.0000455427,0.0001659986,0.5180977,0.4779399,0.0001329951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002521971,0.0001231396,0.0002969339,0.007750947,0.00026408,0.0002219149,0.0000187124,0.00003345588,0.9912656],"genre_scores_gemma":[0.01146543,0.0005919118,0.0005550937,0.00111985,0.0001312962,0.00002368044,0.000005944649,0.00001736287,0.9860894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4634658,"threshold_uncertainty_score":0.3129321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719832328711153,"score_gpt":0.3962536623097412,"score_spread":0.2242704294386259,"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."}}