{"id":"W2054300774","doi":"10.1145/1140123.1140267","title":"Interactive embedded examples","year":2006,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Animation; Computer science; Java; Class (philosophy); Set (abstract data type); Programming language; Computer graphics (images); Multimedia; Software engineering; World Wide Web; Human–computer interaction; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002789934,0.000100366,0.0001121516,0.00005392318,0.0001899593,0.00007019872,0.0003169401,0.00007266884,0.001921359],"category_scores_gemma":[0.001064632,0.0001013892,0.00005584231,0.0001159195,0.00007877304,0.00004195053,0.00005393407,0.0001149646,0.0009615477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000595773,"about_ca_system_score_gemma":0.00003438212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005992883,"about_ca_topic_score_gemma":0.0002246002,"domain_scores_codex":[0.9990622,0.0001032675,0.0001340154,0.000192202,0.0002208296,0.0002874481],"domain_scores_gemma":[0.9987658,0.0008165623,0.00004448255,0.0002559891,0.00005065158,0.00006648802],"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":[0.00006723837,0.0002651665,0.02031571,0.00002127586,0.00005482242,0.00010909,0.0178184,0.0004685014,0.001439587,0.01334971,0.929004,0.01708652],"study_design_scores_gemma":[0.0002534628,0.00002809167,0.007570286,0.00002679017,0.00001001271,0.000002071556,0.001579464,0.000006398768,0.001095274,0.003112424,0.9860736,0.0002421065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237917,0.0004078716,0.02555151,0.01110823,0.001724944,0.0005663565,0.00001984903,0.001897234,0.1349323],"genre_scores_gemma":[0.9862124,0.00000979867,0.003942287,0.000263791,0.0006032859,0.00002387911,0.0000069558,0.00001662074,0.008920923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624207,"threshold_uncertainty_score":0.9998163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825976416674805,"score_gpt":0.2781250647496389,"score_spread":0.2598653005828908,"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."}}