{"id":"W4285676994","doi":"10.29173/crossings110","title":"Front Matter","year":2022,"lang":"en","type":"paratext","venue":"Crossings An Undergraduate Arts Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Front (military); Geology; Oceanography","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001532297,0.001345718,0.001360561,0.00106245,0.005898174,0.009930479,0.00178072,0.0004733603,0.4086101],"category_scores_gemma":[0.00004602253,0.001296724,0.0008499726,0.0003993968,0.0009705058,0.001744672,0.0005695403,0.005285194,0.5415108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019341,"about_ca_system_score_gemma":0.001670286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126685,"about_ca_topic_score_gemma":0.0000392396,"domain_scores_codex":[0.9922699,0.0006842351,0.001645818,0.001336648,0.002070611,0.001992799],"domain_scores_gemma":[0.9944856,0.00008207346,0.002480286,0.001270627,0.0004710562,0.001210358],"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":[0.0001838487,0.0003529536,0.0001291956,0.0000623322,0.0003034626,0.000565242,0.000968312,0.0007881215,0.001300646,0.00003692347,0.994112,0.001196958],"study_design_scores_gemma":[0.001396242,0.000289773,0.000281409,0.00024353,0.0002133048,0.00636636,0.0002913559,0.0001038008,0.0001120876,0.003061592,0.9860868,0.001553739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01162412,0.004166989,0.0008774634,0.004006183,0.0159546,0.0004937002,0.001043281,0.0002080992,0.9616256],"genre_scores_gemma":[0.008507663,0.0003069325,0.001055405,0.002913477,0.004294765,0.00004074751,0.001008204,0.001162386,0.9807104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1329007,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184575441781069,"score_gpt":0.3064941500241538,"score_spread":0.2746483956063431,"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."}}