{"id":"W3184242675","doi":"10.1080/03069885.2021.1948503","title":"Theorising career guidance policymaking: watching the sausage get made","year":2021,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Framing (construction); Ideology; Politics; Sociology; Public relations; Power (physics); Political science; Epistemology; Public administration; Law; Engineering; Civil engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02340109,0.0005930453,0.000689961,0.003986401,0.01232976,0.02000708,0.002638479,0.01379468,0.006521471],"category_scores_gemma":[0.03191002,0.000720314,0.0009802497,0.003584585,0.04930557,0.02509707,0.008031672,0.01248534,0.0009521128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620037,"about_ca_system_score_gemma":0.01385752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01692175,"about_ca_topic_score_gemma":0.01295241,"domain_scores_codex":[0.9824064,0.0115959,0.0003935956,0.001357606,0.002239882,0.00200663],"domain_scores_gemma":[0.9727596,0.02091301,0.001399154,0.001108857,0.002295589,0.00152377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009730496,0.000018586,0.0005963657,0.0001011998,0.000007744131,0.0001475321,0.02292091,0.001203148,0.00007458337,0.9644741,0.004377751,0.006068326],"study_design_scores_gemma":[0.00001038061,0.00002018017,0.0004088549,0.0005655753,0.000008573448,0.00007557515,0.03060754,0.002420784,0.0001256505,0.8759552,0.08976859,0.0000331958],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04417611,0.01393425,0.06500288,0.6536111,0.002763931,0.0001205762,0.00007627027,0.000146372,0.2201685],"genre_scores_gemma":[0.9429498,0.006918787,0.01660591,0.01881124,0.000720551,0.0002359458,0.00005515046,0.0001534136,0.01354916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02340109,"threshold_uncertainty_score":0.1237583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743743685889687,"score_gpt":0.3087361462303764,"score_spread":0.2812987093714795,"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."}}