{"id":"W4255566302","doi":"10.4018/978-1-59904-941-0.ch131","title":"Explaining Algorithms","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Traverse; Computer science; Abstraction; Visualization; Focus (optics); Hierarchy; Theoretical computer science; Graph; Algorithm; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007350566,0.0003145654,0.0003148878,0.00007534622,0.0001378549,0.0001966025,0.001088645,0.0002299854,0.00002771741],"category_scores_gemma":[0.00001258928,0.0003208366,0.0001515065,0.00003139824,0.00006964695,0.0001294318,0.0004625611,0.0001782649,0.0005916989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008107186,"about_ca_system_score_gemma":0.0002027011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043813,"about_ca_topic_score_gemma":0.000007308414,"domain_scores_codex":[0.9983758,0.00001138693,0.0003285966,0.0005286912,0.0004793832,0.0002761063],"domain_scores_gemma":[0.9987414,0.00001936599,0.0001884721,0.0007679582,0.0001060932,0.000176648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.19586e-7,0.000003821093,0.000001635378,0.000005398917,0.00002745925,0.0001404069,0.00006439442,0.000003130047,3.900089e-7,0.959654,0.02469113,0.01540753],"study_design_scores_gemma":[0.000292289,0.00006512552,0.000005313408,0.0001457522,0.00002310861,0.0002034055,0.000005702215,0.008754721,0.00001900433,0.1249051,0.8649005,0.0006800211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.994422e-7,0.0001523287,0.164869,0.00004288121,0.0004330457,0.00007850487,0.00006922195,0.0002744805,0.8340801],"genre_scores_gemma":[0.006026671,0.0001535747,0.05629934,0.006477472,0.001150699,0.0000120255,0.00007481571,0.0001097345,0.9296957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8402094,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742194145397162,"score_gpt":0.2852821823026135,"score_spread":0.2478602408486419,"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."}}