{"id":"W2406642299","doi":"","title":"Robotics and AI as a motivator for the attraction and retention of computer science undergraduates in Canada","year":2008,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Attraction; Robotics; Artificial intelligence; Computer science; Robot; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314627,0.00004235737,0.00005769059,0.00004329919,0.0002216922,0.0000499198,0.0001338214,0.0000107285,1.79905e-7],"category_scores_gemma":[0.0000516361,0.00002955051,0.0000078967,0.0001717355,0.00009725693,0.000217281,0.00005776953,0.00008065241,7.382439e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004511315,"about_ca_system_score_gemma":0.0002584496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2607766,"about_ca_topic_score_gemma":0.0705827,"domain_scores_codex":[0.9994879,0.00002171857,0.00009079689,0.0001549112,0.0001320988,0.0001125977],"domain_scores_gemma":[0.9995958,0.0001927338,0.00004193325,0.0001024524,0.00003777797,0.00002933926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001390816,0.00006130706,0.1886363,0.00006593752,0.00001888894,0.000007552894,0.003004904,0.0241564,0.0008003987,0.05694231,0.0004178446,0.7258742],"study_design_scores_gemma":[0.0002650323,0.0001073554,0.2510788,0.00002626026,0.000003385882,0.00007045723,0.0001202803,0.746437,0.0003938543,0.0005433632,0.0008638378,0.00009033611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3309063,0.00004680248,0.6661186,0.002728896,0.00009793241,0.00008041744,8.519301e-8,0.00001407329,0.000006840756],"genre_scores_gemma":[0.9283895,0.00001073635,0.07146111,0.00009301805,0.000008864691,0.000001894668,1.386689e-7,0.000001651804,0.00003303442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7257839,"threshold_uncertainty_score":0.9463767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672766091798542,"score_gpt":0.2463800838675133,"score_spread":0.2196524229495279,"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."}}