{"id":"W4380269963","doi":"10.1515/9780228002321-fm","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"McGill-Queen's University Press eBooks","topic":"Education, Philosophy, and Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Council for the Arts","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005482302,0.0004571588,0.0005145964,0.0001029741,0.001052757,0.0001679278,0.0006235149,0.0003019943,0.0183837],"category_scores_gemma":[0.000004174223,0.0004926843,0.0003759695,0.000009306426,0.0003652427,0.0001732495,0.000282626,0.0006260095,0.00756309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238492,"about_ca_system_score_gemma":0.00008854667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852845,"about_ca_topic_score_gemma":0.000003315831,"domain_scores_codex":[0.9983103,0.0001584308,0.0002394114,0.0006094883,0.0002968841,0.0003855165],"domain_scores_gemma":[0.9988099,0.00006220869,0.0002312519,0.0004929708,0.0002219423,0.0001816877],"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":[0.00002182713,0.00003619081,0.000002371436,0.0001895719,0.0001894396,0.00001029122,0.01010299,0.000002217128,5.951312e-7,0.2171095,0.7723092,0.00002576043],"study_design_scores_gemma":[0.0003323384,0.00004276395,0.000005899954,0.00008415503,0.0001891801,3.713546e-7,0.002788394,0.000002092948,0.0000332587,0.0001488479,0.995814,0.000558755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002115456,0.000006307353,0.000008393422,0.001495604,0.00294815,0.0003732381,0.001959377,0.0001121196,0.9930757],"genre_scores_gemma":[0.002504219,0.0001398014,0.00005014347,0.00214837,0.002393524,0.000004546539,0.0004169859,0.00007157706,0.9922708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2235047,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875510154554852,"score_gpt":0.2195879468709585,"score_spread":0.19083284532541,"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."}}