{"id":"W4254595361","doi":"10.31826/jcsss-2014-frontmatter1401","title":"Titelei","year":2014,"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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer 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":[0.003185161,0.000257877,0.000765281,0.0002689866,0.002089225,0.0004964115,0.000423557,0.0001179862,0.001356674],"category_scores_gemma":[0.0005701712,0.0002536122,0.00118985,0.0002172564,0.0002172892,0.0004537543,0.00006105414,0.0004199444,0.001754424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000990845,"about_ca_system_score_gemma":0.0001502759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006975294,"about_ca_topic_score_gemma":0.001775626,"domain_scores_codex":[0.9977573,0.00001545762,0.0009342337,0.000351838,0.00007629016,0.0008648616],"domain_scores_gemma":[0.9980225,0.0001555348,0.0007316147,0.0002202854,0.0002612604,0.0006087873],"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":[0.000005688301,0.00001381666,0.002072221,0.00002190182,0.001269234,0.000004453516,0.003388439,0.00004442783,0.000001126653,0.02313757,0.968793,0.001248121],"study_design_scores_gemma":[0.0008554279,0.00008507225,0.0004479172,0.00003526291,0.00005012311,0.000103323,0.007671814,0.0002585,0.000002639638,0.03232422,0.9578474,0.0003183282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05304972,0.1573157,0.008934962,0.04536405,0.1336621,0.00155789,0.002587438,0.0001843358,0.5973437],"genre_scores_gemma":[0.2585974,0.06199414,0.03237303,0.02019647,0.02288729,0.0001268778,0.00002474302,0.000348847,0.6034511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2055477,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760428572827651,"score_gpt":0.2425101758563407,"score_spread":0.1849058901280642,"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."}}