{"id":"W2953229660","doi":"10.48550/arxiv.1111.0090","title":"An Improved Implementation and Abstract Interface for Hybrid","year":2011,"lang":"en","type":"article","venue":"","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Interface (matter); Computer science; Proof assistant; HOL; De Bruijn sequence; Programming language; Mathematical proof; Theoretical computer science; Object (grammar); Set (abstract data type); Syntax; Hybrid system; Representation (politics); Mathematics; Artificial intelligence; Discrete mathematics","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":[0.00676743,0.0008561246,0.00110834,0.001779358,0.001235987,0.00529102,0.003954074,0.002210684,0.01022959],"category_scores_gemma":[0.008889372,0.001588343,0.002440438,0.001265758,0.004841771,0.01402734,0.006481763,0.005988596,0.00292107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180223,"about_ca_system_score_gemma":0.002456608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691948,"about_ca_topic_score_gemma":0.00122762,"domain_scores_codex":[0.9933733,0.001535179,0.0008578791,0.0009740057,0.002697653,0.0005620187],"domain_scores_gemma":[0.9935994,0.001951999,0.0003118305,0.002547052,0.001375082,0.000214679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001381507,0.00006084062,0.0005289559,0.0001580245,0.00003110139,0.0001532507,0.000767639,0.00429553,0.007379648,0.954019,0.00363227,0.02883553],"study_design_scores_gemma":[0.0001768345,0.0003049741,0.0005000125,0.0001807737,0.0001906894,0.0006426337,0.0004000798,0.1581107,0.04310058,0.5648403,0.2313222,0.0002303802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002756251,0.0000493638,0.9885365,0.0002373647,0.0001005213,0.00007425843,0.00009076961,0.004736727,0.003418268],"genre_scores_gemma":[0.1410164,0.000226546,0.8439034,0.0007021932,0.0001852388,0.0004685301,0.0005992085,0.002907092,0.009991495],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01022959,"threshold_uncertainty_score":0.03579003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692913456100608,"score_gpt":0.3089298121459252,"score_spread":0.2720006775849192,"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."}}