{"id":"W2105381573","doi":"","title":"Personal digital assistants in the classroom--and beyond: a collaborative initiative of the College of New Caledonia, British Columbia and the University of Saskatchewan.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Census; Economic shortage; Population; Geography; Health care; Socioeconomics; Economic growth; Sociology; Demography; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006155097,0.0004524105,0.0003082969,0.001269037,0.004584867,0.002450925,0.001215939,0.0009121939,0.01557228],"category_scores_gemma":[0.006031695,0.0003336075,0.0002200847,0.001128798,0.001608797,0.0007617493,0.004010162,0.001893602,0.001808326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662616,"about_ca_system_score_gemma":0.2319463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.796584,"about_ca_topic_score_gemma":0.8883408,"domain_scores_codex":[0.9951679,0.001370326,0.0001522604,0.000494399,0.001602716,0.001212562],"domain_scores_gemma":[0.9595459,0.001640559,0.0006188316,0.0005973017,0.009350942,0.02824661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001438711,0.001789339,0.06064356,0.0006309981,0.00009313416,0.001377,0.0133237,0.0005990564,0.02340998,0.004600325,0.2814812,0.6106129],"study_design_scores_gemma":[0.0002147487,0.0003483485,0.1537023,0.0003327229,0.00003576479,0.0002870685,0.04287087,0.000816641,0.003510922,0.0007857033,0.7970025,0.00009253451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4841844,0.02234546,0.01703464,0.191687,0.004726923,0.007877104,0.005502425,0.001448154,0.2651939],"genre_scores_gemma":[0.5418195,0.006949396,0.02539038,0.01027793,0.0002199214,0.001969806,0.001763257,0.0002297221,0.4113801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.796584,"threshold_uncertainty_score":0.409228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090290287053557,"score_gpt":0.2040182346170093,"score_spread":0.1831153317464737,"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."}}