{"id":"W2493104602","doi":"10.1007/11780823","title":"Structural Information and Communication Complexity","year":2006,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":[0.0009911597,0.0007209806,0.0009421033,0.001581554,0.001375824,0.00357892,0.001034796,0.001450958,0.01577684],"category_scores_gemma":[0.00743343,0.0005528295,0.0006134833,0.003268984,0.002945129,0.009234466,0.001522434,0.003283913,0.001607517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002151548,"about_ca_system_score_gemma":0.0009778991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007710812,"about_ca_topic_score_gemma":0.0005982607,"domain_scores_codex":[0.998853,0.0002566878,0.00004586577,0.0001704266,0.0005092152,0.0001647538],"domain_scores_gemma":[0.9929396,0.005410089,0.0003293343,0.0007324043,0.0003976449,0.0001910627],"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":[0.00001958105,0.00001911896,0.0001060497,0.00005400545,0.000007040331,0.00001956829,0.00006743706,0.004909318,0.0002475134,0.977398,0.004750865,0.01240158],"study_design_scores_gemma":[0.000004386797,0.000004889077,0.00009461924,0.000008019084,0.000005143022,0.00003022307,0.00001529841,0.007326448,0.0001755448,0.9894589,0.002872165,0.000004428314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1375841,0.01362383,0.3423112,0.02310454,0.000942284,0.0001452728,0.001236518,0.0008008249,0.4802515],"genre_scores_gemma":[0.9210966,0.008181751,0.02562961,0.0006880877,0.002142173,0.000268473,0.0007593366,0.0002439581,0.04099007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01577684,"threshold_uncertainty_score":0.05277878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017273856707811,"score_gpt":0.249519412679978,"score_spread":0.2293466741128999,"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."}}