{"id":"W4300558823","doi":"","title":"SASI: sumarizador automático de documentos baseado no problema do subconjunto independente de vértices","year":2014,"lang":"es","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007886315,0.0007390959,0.0008021775,0.0002872106,0.001479105,0.003934652,0.001720118,0.0003840789,0.002248761],"category_scores_gemma":[0.004075181,0.0007273017,0.0004217035,0.0001118677,0.0007606196,0.0001838798,0.001898224,0.001050074,0.0003553558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330934,"about_ca_system_score_gemma":0.0005610018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446928,"about_ca_topic_score_gemma":0.009985988,"domain_scores_codex":[0.991133,0.004986137,0.0009928506,0.001119534,0.0007328467,0.001035638],"domain_scores_gemma":[0.9904,0.002034404,0.0009723948,0.002156707,0.004036886,0.0003996486],"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":[0.00006990747,0.001241361,0.008212792,0.002094435,0.0007669432,0.00004557964,0.1678796,0.0000571097,0.0005316366,0.7922084,0.005411981,0.02148029],"study_design_scores_gemma":[0.00181414,0.000005591282,0.002825563,0.008930601,0.000689997,0.00001906535,0.003513204,0.01545514,0.005413868,0.01670979,0.9427432,0.001879836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1097746,0.005525972,0.008647494,0.008075465,0.001415936,0.001535,0.0004593245,0.0005790506,0.8639871],"genre_scores_gemma":[0.9095926,0.002423221,0.006695671,0.0003942757,0.000506066,0.0001825716,0.0003368037,0.0001207379,0.079748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9373312,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064454419937776,"score_gpt":0.2303825781346008,"score_spread":0.219738033935223,"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."}}