{"id":"W397664799","doi":"","title":"Unconventional computation and natural computation : 13th international conference, UCNC 2014, London, ON, Canada, July 14-18, 2014 : proceedings","year":2014,"lang":"en","type":"book","venue":"Springer eBooks","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Theoretical computer science; Cellular automaton; Quantum cellular automaton; Artificial neural network; Algorithm; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465679,0.0008550623,0.0009796194,0.00135124,0.001652931,0.004774523,0.001368424,0.000818181,0.07522953],"category_scores_gemma":[0.002707734,0.000624455,0.0005624511,0.00272292,0.002056546,0.00409982,0.00273911,0.002634425,0.01381268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006546078,"about_ca_system_score_gemma":0.00792132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0466007,"about_ca_topic_score_gemma":0.1087508,"domain_scores_codex":[0.9990836,0.0001587422,0.00003316347,0.0001529987,0.000466364,0.0001051399],"domain_scores_gemma":[0.9984316,0.0004653264,0.00003010432,0.0002462268,0.0005807972,0.0002458835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008702919,0.00004091049,0.0003002766,0.000331997,0.0000149664,0.00004072803,0.0001569275,0.001524237,0.001041586,0.04418037,0.7587457,0.1935353],"study_design_scores_gemma":[0.00001375138,0.00001683891,0.0008306279,0.0002865478,0.00001541363,0.0001194193,0.0001645482,0.004755381,0.001353837,0.03177311,0.9606484,0.00002222066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01237345,0.2343027,0.1902128,0.03621982,0.02978087,0.0002581681,0.004160087,0.007833844,0.4848584],"genre_scores_gemma":[0.03767706,0.08088788,0.06278794,0.001959011,0.003718651,0.0002077239,0.004762528,0.002784759,0.8052145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07522953,"threshold_uncertainty_score":0.2516679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513268517555847,"score_gpt":0.2360774265526263,"score_spread":0.2209447413770678,"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."}}