{"id":"W2043829411","doi":"10.1145/365024.365303","title":"GeneyTM","year":2001,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mobile device; Human–computer interaction; User interface; Process (computing); User interface design; Multimedia; Interface (matter); User-centered design; User experience design; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007574441,0.000674089,0.0005160691,0.001045969,0.0008841117,0.002234591,0.001158795,0.001146714,0.1447611],"category_scores_gemma":[0.001535324,0.0002990447,0.0003091077,0.001060739,0.0004592996,0.001588766,0.001836602,0.0009345769,0.06208315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113487,"about_ca_system_score_gemma":0.001424619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003207372,"about_ca_topic_score_gemma":0.005071335,"domain_scores_codex":[0.9991115,0.0001302051,0.00002471793,0.0002304424,0.0003892391,0.0001138495],"domain_scores_gemma":[0.9994767,0.00009553722,0.0000345372,0.00009171799,0.0001613771,0.0001401634],"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":[0.001114308,0.0001893289,0.002689094,0.0006174566,0.00002100769,0.0009184674,0.0009796952,0.001172741,0.03625347,0.04614091,0.2870301,0.6228734],"study_design_scores_gemma":[0.00003854029,0.00007727942,0.0005567998,0.00004438405,0.000006474859,0.0003288426,0.00005328159,0.001118365,0.003948801,0.001408068,0.9924096,0.000009653034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02832544,0.006819844,0.0806653,0.004492205,0.001723161,0.0005948683,0.009896207,0.04350286,0.82398],"genre_scores_gemma":[0.08080869,0.002692784,0.07487087,0.001950419,0.0001791331,0.0005525338,0.01374961,0.005405982,0.8197901],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1447611,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665491435541849,"score_gpt":0.2473180712420591,"score_spread":0.2306631568866406,"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."}}