{"id":"W2048193086","doi":"10.1145/2501988.2501996","title":"Skillometers","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada); University of Saskatchewan","funders":"","keywords":"Computer science; Software deployment; Personalization; Human–computer interaction; Software engineering; Mode (computer interface); Multimedia; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008128665,0.001173165,0.000532156,0.0008605357,0.0005216405,0.001479019,0.001661853,0.0009788885,0.07785252],"category_scores_gemma":[0.006647766,0.0005905092,0.00054554,0.0007504688,0.0003576552,0.002143153,0.003045488,0.0007934497,0.02226676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642916,"about_ca_system_score_gemma":0.0006865992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259763,"about_ca_topic_score_gemma":0.001854296,"domain_scores_codex":[0.9991626,0.0001731752,0.00006482319,0.0001750819,0.0003184438,0.0001059109],"domain_scores_gemma":[0.997461,0.0009173533,0.0001291032,0.0005147144,0.0007040393,0.0002737664],"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":[0.001389918,0.0004123509,0.008792391,0.002363573,0.00008497442,0.00035189,0.001783748,0.005615411,0.05807703,0.03893347,0.1953941,0.6868012],"study_design_scores_gemma":[0.0001843384,0.0008739147,0.01511867,0.0004413635,0.0001140474,0.0006655237,0.0007588479,0.01859896,0.0335492,0.01042903,0.9191111,0.000154926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.08475985,0.001571405,0.6132851,0.001613203,0.001480546,0.002684152,0.01568166,0.04694358,0.2319806],"genre_scores_gemma":[0.3854819,0.002067805,0.3640431,0.001720475,0.0002811599,0.003329618,0.01341728,0.00652865,0.22313],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07785252,"threshold_uncertainty_score":0.2604426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536441131086011,"score_gpt":0.2589885897495408,"score_spread":0.2436241784386806,"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."}}