{"id":"W2563226131","doi":"10.1007/978-3-642-40104-6","title":"Algorithms and Data Structures","year":2013,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Carleton University","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":[0.00105872,0.001466165,0.001665859,0.00204903,0.0009258094,0.004609533,0.002062505,0.001346145,0.03510189],"category_scores_gemma":[0.004785514,0.0009668408,0.001229535,0.004966723,0.001561572,0.005589191,0.002578313,0.003237501,0.03337198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009278131,"about_ca_system_score_gemma":0.00126689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005564351,"about_ca_topic_score_gemma":0.0005251855,"domain_scores_codex":[0.9984986,0.0002385309,0.0001442058,0.0003836059,0.000668951,0.00006607543],"domain_scores_gemma":[0.9982877,0.0005730579,0.00005078469,0.0008116551,0.0002366511,0.0000400244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003967007,0.00004613479,0.0001688798,0.0004697924,0.00004413478,0.00003986432,0.00009564823,0.004674176,0.001425938,0.2869661,0.08346187,0.6225678],"study_design_scores_gemma":[0.00002029632,0.00002975038,0.0001962166,0.0001579012,0.00002968792,0.0002451669,0.00003949292,0.02402528,0.002583687,0.6963982,0.2762526,0.00002183328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0015976,0.01195094,0.9150719,0.001693131,0.001127527,0.0001245406,0.00123683,0.003541403,0.06365607],"genre_scores_gemma":[0.03641169,0.0164218,0.8083211,0.001259934,0.001908401,0.0006922417,0.006751147,0.002667761,0.1255661],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03510189,"threshold_uncertainty_score":0.1174275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752770209088945,"score_gpt":0.2804135470306828,"score_spread":0.2528858449397934,"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."}}