{"id":"W2608353781","doi":"","title":"Life after higher education : the diversity of opportunities and obstacles in a changing graduate labour market","year":2016,"lang":"en","type":"book-chapter","venue":"Warwick Research Archive Portal (University of Warwick)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Graduation (instrument); Higher education; Quarter (Canadian coin); Diversity (politics); Globalization; Investment (military); Political science; Economic growth; Foreign direct investment; Geography; Economics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407061,0.0002385874,0.0002950811,0.0006148817,0.004408125,0.008926541,0.0006357094,0.001564901,0.01049064],"category_scores_gemma":[0.001336934,0.0001420299,0.0002358503,0.001331181,0.005494019,0.006433406,0.005372879,0.00389365,0.001979948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003532486,"about_ca_system_score_gemma":0.004673251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003820518,"about_ca_topic_score_gemma":0.01199398,"domain_scores_codex":[0.9990774,0.0002983889,0.00002259684,0.00009337929,0.0002657436,0.0002423787],"domain_scores_gemma":[0.9992545,0.0002272338,0.00003216888,0.00002531126,0.00005509026,0.0004056764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004740798,0.0001103311,0.003012492,0.0003603843,0.000005516937,0.0006704275,0.1079972,0.0001395685,0.000447207,0.3876574,0.1964713,0.3030806],"study_design_scores_gemma":[0.00000487167,0.00004010036,0.004449697,0.0007402496,0.000001618382,0.0003206461,0.05898372,0.00006818477,0.00007351624,0.05478768,0.8805148,0.00001492215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09729247,0.09722561,0.001261154,0.1837132,0.00538842,0.00004203258,0.0001601423,0.00006200537,0.6148549],"genre_scores_gemma":[0.5166477,0.07382669,0.001384616,0.02842104,0.004166327,0.0000916286,0.0002584647,0.0001806338,0.3750229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01049064,"threshold_uncertainty_score":0.03509462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370003871889633,"score_gpt":0.3250210858046912,"score_spread":0.1880206986157279,"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."}}