{"id":"W4248078632","doi":"10.31826/jcsss-2013-frontmatter1301","title":"Titelei","year":2013,"lang":"en","type":"article","venue":"Journal/Journal - Canadian Society for Syriac Studies","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001620605,0.0002650575,0.0007252939,0.0002744306,0.001966498,0.0007553372,0.000425912,0.0001202753,0.00551586],"category_scores_gemma":[0.0003199718,0.0002544718,0.001177903,0.0002328784,0.0002223735,0.0008080979,0.0000663301,0.0004318793,0.005632571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164435,"about_ca_system_score_gemma":0.0001868385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002487768,"about_ca_topic_score_gemma":0.001436121,"domain_scores_codex":[0.9976605,0.00001025007,0.0009807326,0.0003409378,0.00007488517,0.0009327436],"domain_scores_gemma":[0.9979256,0.0001112917,0.000703969,0.0002076541,0.0003746118,0.0006769072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002529594,0.00001444444,0.002291972,0.00001810774,0.001454614,0.00000587281,0.003615835,0.00002007889,0.000001896787,0.006558413,0.9850727,0.0009434941],"study_design_scores_gemma":[0.0007652259,0.00006708405,0.001039812,0.00003443346,0.00004299184,0.0001226069,0.01827949,0.00014319,0.000002793896,0.03491536,0.9442394,0.0003475557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1172716,0.2541861,0.002033816,0.06636468,0.1153271,0.002938993,0.002678427,0.0001825789,0.4390168],"genre_scores_gemma":[0.1532673,0.06840487,0.0246995,0.01528756,0.01242493,0.0002827035,0.00001888232,0.000272608,0.7253416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2863249,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06116320391363905,"score_gpt":0.2384008098150562,"score_spread":0.1772376059014172,"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."}}