{"id":"W2610547149","doi":"","title":"Introduction to ''Interactive models of computation and program behaviour\"","year":2009,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Computer science; Computation; Programming language","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"],"consensus_categories":[],"category_scores_codex":[0.002505166,0.0002816494,0.0003786311,0.0002691444,0.0001762408,0.0004524379,0.001092846,0.0001974959,0.00001084072],"category_scores_gemma":[0.000443247,0.0002940735,0.0001275703,0.0004135255,0.0001167444,0.0003724342,0.001460735,0.0004340776,0.0000109726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079668,"about_ca_system_score_gemma":0.0001601825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004229365,"about_ca_topic_score_gemma":0.0002785374,"domain_scores_codex":[0.9960129,0.001978164,0.0004663916,0.0009299244,0.0003434084,0.0002692731],"domain_scores_gemma":[0.9952334,0.0003763125,0.0004993981,0.001316096,0.002392942,0.0001818136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001707449,0.001285565,0.0004064429,0.0001183589,0.00005792929,0.000003042054,0.02550391,0.002221661,0.0006960809,0.2291629,0.001844201,0.7386829],"study_design_scores_gemma":[0.0008421786,0.0000114844,0.0155506,0.001965462,0.00009311291,0.00004207244,0.000182977,0.8503166,0.03572743,0.09142464,0.002811232,0.001032142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04916813,0.0004510656,0.925404,0.008160044,0.0003113428,0.0007834207,0.0000107132,0.000321773,0.01538956],"genre_scores_gemma":[0.6952214,0.0001294949,0.3036019,0.00003753241,0.00005000352,0.00006090071,0.00009831582,0.00001502636,0.0007854792],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.848095,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501616426459359,"score_gpt":0.2582924379924134,"score_spread":0.2432762737278198,"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."}}