{"id":"W4241793371","doi":"10.31468/cjsdwr.442","title":"Front Matter","year":2000,"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); Environmental science; Computer science; 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":[0.0003758177,0.001261218,0.001589593,0.0004492427,0.0003714062,0.0004813221,0.0007967774,0.001200585,0.1477685],"category_scores_gemma":[0.00004192114,0.001104855,0.0003906681,0.0001845359,0.0008764793,0.0003710672,0.0003150726,0.001607868,0.5942542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859683,"about_ca_system_score_gemma":0.0002983458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002244823,"about_ca_topic_score_gemma":0.00003444678,"domain_scores_codex":[0.9949668,0.0002654151,0.0009381582,0.001599431,0.0005871048,0.001643111],"domain_scores_gemma":[0.997585,0.0002647936,0.0005093927,0.001156853,0.0001001385,0.0003838073],"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":[0.0001107349,0.0001866488,0.002959871,0.0001950343,0.0002130958,0.0002027062,0.0002326134,0.00001444836,0.0001040135,0.00003580666,0.9902812,0.005463823],"study_design_scores_gemma":[0.00146433,0.0001685093,0.007101299,0.001153196,0.0005646086,0.000267963,0.001997194,0.0000296381,0.0003188336,0.0003140912,0.9838458,0.002774505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09977794,0.0184913,0.00002237909,0.001458662,0.001423451,0.0008092516,0.003983931,0.0003455969,0.8736875],"genre_scores_gemma":[0.3080515,0.005751986,0.0004066851,0.002450634,0.003236043,0.0003282776,0.005514892,0.0009327371,0.6733273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4464857,"threshold_uncertainty_score":0.9991401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877196173117275,"score_gpt":0.3975056386792121,"score_spread":0.3187336769480393,"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."}}