{"id":"W4244188831","doi":"10.31468/cjsdwr.496","title":"Front Matter","year":2002,"lang":"en","type":"paratext","venue":"Discourse and Writing/Rédactologie","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003789125,0.001269604,0.001599742,0.0004589728,0.0003724011,0.0004851406,0.0007971613,0.00121171,0.1135498],"category_scores_gemma":[0.00008174565,0.001113535,0.0003951852,0.0001919459,0.0008597267,0.0003735536,0.0004692684,0.001661579,0.6009535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131387,"about_ca_system_score_gemma":0.0001390331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001504725,"about_ca_topic_score_gemma":0.00002638605,"domain_scores_codex":[0.9949321,0.0002560168,0.0009386645,0.001591785,0.0006236898,0.001657818],"domain_scores_gemma":[0.9973324,0.0002978301,0.0006585506,0.001175912,0.0001456543,0.0003896303],"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":[0.00003848211,0.0002123136,0.004171187,0.0002412772,0.0002176114,0.0002142584,0.0002613167,0.000007519853,0.0001234921,0.0000535201,0.9916373,0.002821712],"study_design_scores_gemma":[0.001911229,0.0002238246,0.007115627,0.001459516,0.0007493406,0.0003582848,0.00326074,0.0001056409,0.0003754945,0.0002546778,0.9805248,0.003660865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05029574,0.02983586,0.00005892897,0.002071525,0.002312873,0.0009281095,0.003681113,0.0004010919,0.9104148],"genre_scores_gemma":[0.2938024,0.00469875,0.0004725758,0.001839293,0.002982008,0.0002938938,0.002874253,0.0008504461,0.6921864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4874037,"threshold_uncertainty_score":0.9991315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101395437153379,"score_gpt":0.3956134823059113,"score_spread":0.2942180451525323,"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."}}