{"id":"W2895639963","doi":"","title":"How Long Is Your Sentence?: Classes, Pedagogies, Canadian Literatures","year":2004,"lang":"fr","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sentence; Linguistics; Psychology; Computer science; Mathematics education; Natural language processing; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0004912394,0.002014274,0.001672046,0.00156245,0.003444026,0.009117187,0.00163721,0.001579023,0.09751275],"category_scores_gemma":[0.0001497211,0.002079586,0.001322053,0.0002423634,0.001873907,0.01991265,0.0003361982,0.002250676,0.003856535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043158,"about_ca_system_score_gemma":0.001662086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02939517,"about_ca_topic_score_gemma":0.4879931,"domain_scores_codex":[0.9928386,0.0002039862,0.00148836,0.002094232,0.001692509,0.001682268],"domain_scores_gemma":[0.9933755,0.0002256034,0.001188968,0.001857501,0.002036643,0.001315737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005550815,0.0001135213,0.00002725478,0.000334154,0.0009279192,0.000898748,0.002003879,0.0000312232,0.000008203555,0.9282998,0.06485242,0.002447353],"study_design_scores_gemma":[0.0008907384,0.0002912064,0.0004358113,0.002593654,0.001205168,0.0002157315,0.001381439,0.00001836655,0.0001084262,0.04317395,0.9474984,0.002187131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001085506,0.01533876,0.0002208442,0.2217296,0.009863373,0.001506256,0.02407815,0.000261394,0.7268931],"genre_scores_gemma":[0.08702081,0.003207969,0.0005968057,0.05871463,0.01276084,0.0002440346,0.02131677,0.0003411449,0.815797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8851259,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307651342976563,"score_gpt":0.2470201363912809,"score_spread":0.2139436229615153,"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."}}