{"id":"W4404330511","doi":"10.1017/9781009264747.003","title":"Routes of Change","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geography","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":[0.001508276,0.0006108784,0.0004584084,0.001673126,0.003270375,0.01191889,0.00110495,0.003467911,0.09452279],"category_scores_gemma":[0.003876938,0.0003841225,0.0002779811,0.001663356,0.01141139,0.01086822,0.004724885,0.003129101,0.01497904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006075236,"about_ca_system_score_gemma":0.004019073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007032177,"about_ca_topic_score_gemma":0.0088936,"domain_scores_codex":[0.9987141,0.0005849318,0.00003114963,0.0002172802,0.0002828463,0.0001696056],"domain_scores_gemma":[0.999234,0.000264894,0.00004394275,0.0002191103,0.0001432289,0.0000949166],"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":[0.000003369005,0.000004560798,0.0000413634,0.0000168735,9.185102e-7,0.00001465056,0.001227629,0.00003302833,0.0000187164,0.9787661,0.01122554,0.008647108],"study_design_scores_gemma":[0.000005643888,0.000007066497,0.0001567725,0.0001043223,0.000001847476,0.00004030893,0.002375777,0.0000901629,0.00004461672,0.4836559,0.5135139,0.000003720257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001201214,0.003014296,0.002811179,0.00895489,0.0003699062,0.0000345318,0.0001237199,0.00006053663,0.9834298],"genre_scores_gemma":[0.1959963,0.005066727,0.003825697,0.002807173,0.0004207053,0.0002532272,0.0002643823,0.0003045471,0.7910612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09452279,"threshold_uncertainty_score":0.3162102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0963427012636834,"score_gpt":0.2787264669086212,"score_spread":0.1823837656449379,"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."}}