{"id":"W2748092228","doi":"10.3138/tric.38.1.3","title":"Introduction: Paradigm Shifts","year":2017,"lang":"en","type":"article","venue":"Theatre Research in Canada","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"nobody; Presidency; Presidential system; Political science; Fell; Arms race; Media studies; Law; History; Sociology; Economic history; Politics; Geography; Cartography; Computer security; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000730808,0.0000527292,0.00007625824,0.00004817149,0.0003570293,0.0004666685,0.001458562,0.0000187491,0.0000498979],"category_scores_gemma":[0.00002427572,0.00004844297,0.00001729839,0.0001922764,0.00009227928,0.000510444,0.000246307,0.0002437314,0.00004090299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007150648,"about_ca_system_score_gemma":0.004147398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8985627,"about_ca_topic_score_gemma":0.9133702,"domain_scores_codex":[0.9986488,0.00007572547,0.00009770958,0.0002472552,0.000557262,0.0003731993],"domain_scores_gemma":[0.9985805,0.00008474042,0.00002365043,0.001109137,0.00003994536,0.0001620685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004022555,0.00004890144,0.005300066,0.00001693299,0.000008964298,0.00005624177,0.0004887719,0.00003017605,0.000008091843,0.09009472,0.2958903,0.6080528],"study_design_scores_gemma":[0.000183943,0.00002089338,0.02010981,0.00001556802,3.053986e-7,0.000007353939,0.0003978988,0.001496454,0.0001236592,0.02900097,0.9485127,0.0001304777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03537536,0.0001907706,0.0003424156,0.3564194,0.002020045,0.0002422579,0.000004650038,0.00003794579,0.6053672],"genre_scores_gemma":[0.9986857,0.00002719578,0.0002728498,0.0001593606,0.0003333382,0.00001261037,9.114754e-7,0.000003712193,0.000504312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9633104,"threshold_uncertainty_score":0.7357306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07351410347875231,"score_gpt":0.3605524256397871,"score_spread":0.2870383221610348,"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."}}