{"id":"W4230322898","doi":"10.1007/978-3-319-74451-3_9","title":"Frames","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in mathematics","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics; Process (computing); Topology (electrical circuits); Computer science; Combinatorics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003905488,0.001186799,0.000598117,0.001672575,0.001856983,0.004781181,0.001064511,0.001054565,0.185346],"category_scores_gemma":[0.001474821,0.0004362389,0.000525516,0.001489548,0.001414011,0.005975706,0.00196043,0.001750182,0.06950352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306192,"about_ca_system_score_gemma":0.0008214191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353604,"about_ca_topic_score_gemma":0.00204261,"domain_scores_codex":[0.9994178,0.00008070592,0.00002600477,0.0002212081,0.0001663938,0.0000879547],"domain_scores_gemma":[0.9996841,0.00005918471,0.00002043444,0.00008624638,0.0001111735,0.00003887637],"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":[0.00002375224,0.000007259043,0.00002828554,0.0000390828,0.000002751042,0.00001828863,0.000113011,0.0001074519,0.0002901994,0.9319825,0.03895858,0.02842873],"study_design_scores_gemma":[0.00001115493,0.00000863118,0.00005533808,0.00003910794,0.000006759422,0.00006073933,0.0001202648,0.0003521599,0.0005840066,0.4234781,0.5752758,0.00000788304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002655238,0.001436386,0.07828785,0.00169483,0.001260827,0.00007822312,0.002727204,0.001682627,0.9101768],"genre_scores_gemma":[0.1041093,0.002806251,0.04105033,0.001095774,0.001232979,0.000246454,0.007511372,0.001753784,0.8401937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.185346,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262512651767817,"score_gpt":0.2526835291389985,"score_spread":0.2300584026213203,"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."}}