{"id":"W193356363","doi":"","title":"TEACHING COMPUTER PROGRAMMING WITH PROGRAM ANIMATION","year":2008,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Animation; Programming language; Pointer (user interface); Java; State (computer science); Presentation (obstetrics); Computer animation; Software; Computer graphics (images); Software engineering; 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":[0.00007164491,0.00007134164,0.0000734333,0.00003387528,0.0005551348,0.0001477906,0.0000475584,0.00001199935,0.0004095341],"category_scores_gemma":[0.00000164986,0.00004774862,0.00002293383,0.00001439227,0.0001118334,0.0002267373,0.0000152483,0.00008500284,0.00005055821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001251505,"about_ca_system_score_gemma":0.00001406947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004601095,"about_ca_topic_score_gemma":0.0029798,"domain_scores_codex":[0.9995292,0.00002181168,0.00009395613,0.0001076853,0.0001161781,0.0001311583],"domain_scores_gemma":[0.9997973,0.000008718061,0.00003230162,0.00006626852,0.00006289526,0.00003249444],"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":[0.00001818422,0.000678997,0.007263047,0.00004482294,0.00007014431,0.00003628024,0.03188087,0.000007998216,0.00003085757,0.6050532,0.008639377,0.3462763],"study_design_scores_gemma":[0.0002537513,0.0005459958,0.002992013,0.00001657264,0.000008406844,0.00001518707,0.0004640336,0.001987902,0.00003640746,0.0001779525,0.9933358,0.000165957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123196,0.000007026946,0.0007646746,0.0002955199,0.0001180899,0.0004064232,0.000001128995,0.0003447412,0.1857428],"genre_scores_gemma":[0.978948,0.000001012967,0.006819971,0.0001158255,0.000377482,0.00002865284,0.000006918199,0.000009145808,0.01369301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9846964,"threshold_uncertainty_score":0.4484112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682811725353975,"score_gpt":0.2503540319580596,"score_spread":0.2135259147045199,"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."}}