{"id":"W1587603569","doi":"","title":"The Handheld: A Useful Tool to Collect Information in the Process of Authentic Assessment.","year":2008,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mobile device; Process (computing); Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631641,0.0001943651,0.0002509512,0.000186546,0.001033204,0.0002952249,0.0004289847,0.00009271276,0.0001497443],"category_scores_gemma":[0.0001620033,0.000148807,0.00003792787,0.001384407,0.0002006582,0.0004800537,0.00004502516,0.0005572852,0.00002457015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647717,"about_ca_system_score_gemma":0.001602331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950087,"about_ca_topic_score_gemma":0.004754462,"domain_scores_codex":[0.9968763,0.0006520357,0.0005668041,0.0002819475,0.001198692,0.0004242013],"domain_scores_gemma":[0.9984071,0.0003678294,0.0006685151,0.0002287624,0.0002236035,0.0001042304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001992818,0.0003381814,0.7756853,0.00008918446,0.00001623828,0.000001857985,0.04962819,0.00004505477,0.00001373935,0.1599864,0.002840612,0.01115596],"study_design_scores_gemma":[0.0004850939,0.0002653105,0.9046501,0.0002032902,0.000008882302,8.959881e-7,0.03390072,0.00008991407,0.000005939651,0.002404568,0.0577775,0.0002078106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894139,0.0001086361,0.00001782444,0.02689534,0.0007831188,0.001372173,0.000005042007,0.00003736833,0.07664148],"genre_scores_gemma":[0.9792848,0.0006296813,0.00008588989,0.0009747018,0.0001148473,0.0002700237,0.0000137028,0.00001106283,0.0186153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575818,"threshold_uncertainty_score":0.7946674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06382413120279898,"score_gpt":0.3529445154863502,"score_spread":0.2891203842835512,"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."}}