{"id":"W4406177939","doi":"10.33612/diss.1173437441","title":"Returning to Routes","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001132771,0.0007646941,0.0003372718,0.0008537771,0.01329286,0.008555406,0.001330606,0.002643588,0.144341],"category_scores_gemma":[0.004099916,0.0002461136,0.0005160942,0.001069223,0.003912102,0.007293657,0.007180443,0.00390316,0.04307177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004314811,"about_ca_system_score_gemma":0.003358188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03143726,"about_ca_topic_score_gemma":0.05808931,"domain_scores_codex":[0.9982396,0.0005285341,0.00004181466,0.000297679,0.0002664539,0.0006259361],"domain_scores_gemma":[0.9988876,0.0001177349,0.00008721055,0.0001763443,0.0003487517,0.0003824182],"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":[0.00007883512,0.00007001277,0.004692606,0.0002173113,0.00001552051,0.001651704,0.1049644,0.0001812866,0.0005977546,0.3697572,0.3639905,0.1537827],"study_design_scores_gemma":[0.000001706584,0.00001120804,0.0004812319,0.00007076386,0.000001590666,0.0001475199,0.01255305,0.00001452281,0.00004012505,0.002928018,0.9837445,0.000005646968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03198388,0.003430692,0.003350552,0.02984968,0.004472503,0.0001067495,0.0005824471,0.0003482031,0.9258753],"genre_scores_gemma":[0.1966743,0.002571076,0.001952776,0.00757905,0.0005615487,0.00008385411,0.0004283437,0.00050347,0.7896456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.144341,"threshold_uncertainty_score":0.4828687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753152212453175,"score_gpt":0.331900334974737,"score_spread":0.3043688128502052,"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."}}