{"id":"W4252981081","doi":"10.4000/lisa.2917","title":"Introduction","year":2004,"lang":"en","type":"article","venue":"Revue LISA / LISA e-journal","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002122725,0.0007161652,0.0005406938,0.001599121,0.003307936,0.007684168,0.002257222,0.003260487,0.4044195],"category_scores_gemma":[0.007494326,0.0002827163,0.0006505366,0.002135081,0.001699401,0.004592082,0.004118283,0.002383403,0.2033368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003305338,"about_ca_system_score_gemma":0.005018895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005196127,"about_ca_topic_score_gemma":0.00584678,"domain_scores_codex":[0.9976147,0.0004266224,0.0001324122,0.0005835968,0.0008900762,0.000352716],"domain_scores_gemma":[0.9966797,0.0006432727,0.0001907931,0.000455701,0.001433504,0.0005970299],"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":[0.0001266675,0.00007275668,0.001823575,0.0006137883,0.00001161891,0.0003144747,0.002898038,0.0001614192,0.0005141931,0.1503651,0.6237786,0.2193197],"study_design_scores_gemma":[0.000004061164,0.00001350011,0.0005878985,0.0001954611,0.000002552855,0.0001064209,0.000637755,0.00002759764,0.00008832078,0.005333282,0.9929975,0.00000554316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003786953,0.005465948,0.005102662,0.01923273,0.00610115,0.0002243679,0.004058174,0.0007028761,0.9553252],"genre_scores_gemma":[0.04162762,0.007111019,0.005494563,0.0101597,0.002287945,0.0003812759,0.005392574,0.0004834939,0.9270619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5955805,"threshold_uncertainty_score":0.8495233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580386520039792,"score_gpt":0.2077768267288548,"score_spread":0.1919729615284569,"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."}}