{"id":"W1999307931","doi":"10.4018/jdet.2006070102","title":"Explaining Algorithms","year":2006,"lang":"en","type":"article","venue":"International Journal of Distance Education Technologies","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Traverse; Abstraction; Visualization; Focus (optics); Hierarchy; Graph; Theoretical computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999262,0.001716378,0.0006198168,0.001865537,0.001135644,0.003720969,0.00268031,0.002316233,0.04399779],"category_scores_gemma":[0.007649561,0.0006187612,0.002035011,0.001265384,0.001966829,0.007485156,0.003288877,0.002500719,0.007560847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015852,"about_ca_system_score_gemma":0.001223265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016181,"about_ca_topic_score_gemma":0.001807806,"domain_scores_codex":[0.9979449,0.0006883047,0.0001807224,0.0004278624,0.0006240457,0.0001342034],"domain_scores_gemma":[0.996431,0.002253248,0.0001558626,0.0007393115,0.0003435754,0.00007700613],"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":[0.00007672414,0.000057996,0.0007076226,0.0008209134,0.00006316129,0.0002314342,0.001256705,0.01147569,0.002545712,0.6820878,0.03033511,0.2703412],"study_design_scores_gemma":[0.00004856209,0.0000689043,0.0003559599,0.0003694275,0.00006205721,0.0008035523,0.0003117816,0.04349295,0.005639165,0.4626442,0.486145,0.00005833834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002464916,0.001031393,0.9693596,0.001401558,0.0002966191,0.000134292,0.0004505602,0.002976437,0.02188464],"genre_scores_gemma":[0.05921696,0.003041114,0.9122469,0.000552997,0.0003379834,0.0002386507,0.001834483,0.001046916,0.02148412],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04399779,"threshold_uncertainty_score":0.1471873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008740258135740277,"score_gpt":0.2819512775109861,"score_spread":0.2732110193752458,"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."}}