{"id":"W2526645609","doi":"","title":"Analyse textométrique du Cycle du Monde réel","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006363807,0.0006873608,0.0006743294,0.0004760057,0.0008534847,0.001203064,0.002739716,0.0006132207,0.001659928],"category_scores_gemma":[0.001949725,0.0007977264,0.000528208,0.001208717,0.0006053205,0.0008491052,0.002494115,0.001067748,0.0005332647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367159,"about_ca_system_score_gemma":0.0008167797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007150501,"about_ca_topic_score_gemma":0.006629592,"domain_scores_codex":[0.9881888,0.007681234,0.001132969,0.001628413,0.0006741306,0.000694434],"domain_scores_gemma":[0.9892777,0.00138294,0.001089175,0.003514995,0.004190998,0.0005441693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000174753,0.001025312,0.01487719,0.0001123672,0.0002138643,0.00003586146,0.02364107,0.003500601,0.0007414325,0.7697716,0.002457626,0.1836056],"study_design_scores_gemma":[0.001491244,0.0000017111,0.0728728,0.001804817,0.0001959025,0.0001943327,0.0002810861,0.8253485,0.01712235,0.02790351,0.05109843,0.001685296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01647561,0.000685895,0.8489293,0.03675079,0.0009513481,0.0005783541,0.00004706607,0.000483849,0.09509783],"genre_scores_gemma":[0.7691553,0.003055882,0.205365,0.0004269019,0.00009951182,0.00009343438,0.0002906072,0.00007540012,0.02143803],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8218479,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740762995040639,"score_gpt":0.2196860745786031,"score_spread":0.2022784446281967,"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."}}