{"id":"W4254155222","doi":"10.31826/jcsss-2015-frontmatter1501","title":"Titelei","year":2015,"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":"Biology","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":[],"category_scores_codex":[0.003225781,0.0002528118,0.000735161,0.0002751381,0.001370028,0.0005062076,0.0004167496,0.0001175755,0.0007556087],"category_scores_gemma":[0.000598167,0.0002482035,0.001012974,0.0002561577,0.0002161257,0.0005798233,0.00007091786,0.0004126082,0.002014184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796508,"about_ca_system_score_gemma":0.0004177025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099207,"about_ca_topic_score_gemma":0.001975151,"domain_scores_codex":[0.9977899,0.00001239071,0.0009255311,0.0003297908,0.00009506422,0.0008473309],"domain_scores_gemma":[0.9975678,0.00008349134,0.0006974723,0.0002019241,0.0004377287,0.001011614],"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":[0.000009317812,0.00001563191,0.002313875,0.00001267933,0.001344655,0.00001608859,0.007241128,0.00005686172,3.882201e-7,0.008663524,0.9798789,0.0004469412],"study_design_scores_gemma":[0.001160829,0.00009358412,0.0001759839,0.0000283357,0.00004939861,0.0001771956,0.02909889,0.0001104661,0.000001855017,0.03068477,0.9381101,0.0003085952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.047177,0.3162978,0.002334857,0.03979708,0.1362752,0.001423794,0.00312204,0.0001492396,0.4534229],"genre_scores_gemma":[0.1324164,0.05618786,0.03251969,0.01465565,0.01975757,0.0001297177,0.00002838982,0.0003300708,0.7439747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2905517,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475324265461487,"score_gpt":0.2719998266720071,"score_spread":0.1244674001258584,"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."}}