{"id":"W4404697337","doi":"","title":"Notifiction: everyday literature","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":[],"consensus_categories":[],"category_scores_codex":[0.003377502,0.0006675374,0.0009239088,0.01217191,0.01021214,0.02732309,0.001096886,0.002958481,0.04405811],"category_scores_gemma":[0.008795972,0.0002609837,0.0003787009,0.02060997,0.01411082,0.01841632,0.008676285,0.003338896,0.004409448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005711396,"about_ca_system_score_gemma":0.002952263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527527,"about_ca_topic_score_gemma":0.003278899,"domain_scores_codex":[0.9952123,0.003185058,0.0002070864,0.0003819346,0.0006697037,0.0003438493],"domain_scores_gemma":[0.9914868,0.005056731,0.000569361,0.000822788,0.001045254,0.00101901],"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":[0.00004610091,0.00002977557,0.000590822,0.0008381344,0.00001183012,0.0004772978,0.1496346,0.00004867328,0.000402558,0.702145,0.1072601,0.03851514],"study_design_scores_gemma":[0.00000621664,0.000009129167,0.0009540999,0.0007158701,0.000005214288,0.0003552341,0.082639,0.0000562558,0.00008868386,0.04164023,0.8735177,0.00001245921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03701525,0.07196344,0.006281082,0.06519372,0.009355577,0.00009616183,0.001099978,0.0004044717,0.8085902],"genre_scores_gemma":[0.7885354,0.03614012,0.003434988,0.006720948,0.00951985,0.0002646087,0.001427129,0.0006996506,0.1532573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04405811,"threshold_uncertainty_score":0.1473891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009833098026164132,"score_gpt":0.1961049877937323,"score_spread":0.1862718897675681,"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."}}