{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002731343,0.0000744639,0.00009049122,0.0002865376,0.00006307699,0.0002346839,0.001358011,0.0000468298,0.000002890915],"category_scores_gemma":[0.0002452057,0.00006581343,0.00006081034,0.0001872092,0.00004960155,0.0005687337,0.00008188827,0.000247408,0.00000582462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008710824,"about_ca_system_score_gemma":0.0001578295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001737393,"about_ca_topic_score_gemma":0.000002665803,"domain_scores_codex":[0.99909,0.00002218028,0.000305783,0.0001184395,0.0003520275,0.0001115575],"domain_scores_gemma":[0.9989694,0.00006196226,0.0004111277,0.0001657309,0.0003772125,0.00001457102],"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":[0.000002837235,0.0001038371,0.003762386,0.000001636293,0.00001400048,0.000008152496,0.0002269279,0.00008804801,0.00008250916,0.1549907,0.001977523,0.8387414],"study_design_scores_gemma":[0.000373892,0.0001088537,0.007737784,0.0002212579,0.000006998231,0.0003440281,0.004725938,0.0006747831,0.003633443,0.04937832,0.9325366,0.0002580904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01351646,0.001402625,0.9724822,0.008744491,0.002757729,0.0000284438,5.352396e-7,0.000349529,0.0007179898],"genre_scores_gemma":[0.7835118,0.00002514297,0.2160176,0.00003385929,0.0001849661,0.000003715771,0.000001317154,0.000003722675,0.0002178392],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9305591,"threshold_uncertainty_score":0.2683794,"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."}}