{"id":"W380652943","doi":"","title":"ADVANTAGES AND CHALLENGES OF 1-1 LAPTOP PROJECTS IN CANADIAN SCHOOLS","year":2013,"lang":"en","type":"article","venue":"EDULEARN13 Proceedings","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Laptop; Business; Mathematics education; Public relations; Computer science; Pedagogy; Political science; Sociology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003104883,0.00005500658,0.00008545806,0.0002558381,0.0001012134,0.00003858911,0.000102961,0.000119865,0.0001565421],"category_scores_gemma":[0.0005318054,0.00005328723,0.00000998303,0.0002139984,0.0001261684,0.0003414877,0.000009815357,0.0001580308,0.00003519906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000861675,"about_ca_system_score_gemma":0.0002670547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2563938,"about_ca_topic_score_gemma":0.2859786,"domain_scores_codex":[0.9994235,0.00001066262,0.0001066148,0.0001344102,0.00009671834,0.0002281142],"domain_scores_gemma":[0.9996284,0.0000177726,0.00004920048,0.00003411367,0.0001563414,0.000114235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001293723,0.00002858097,0.4545985,0.00004705351,0.000004365216,2.465679e-7,0.02332326,2.867412e-8,0.000433834,0.4988929,0.002007177,0.02066271],"study_design_scores_gemma":[0.0002341368,0.00008920644,0.4474934,0.0001288375,0.000004550422,0.000002365721,0.3894551,0.00002031722,0.000940474,0.01471881,0.146705,0.0002077107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972533,0.0005045532,1.333581e-7,0.03976529,0.00007096346,0.0002850535,4.460608e-7,0.00003923002,0.062081],"genre_scores_gemma":[0.9972149,0.001457884,0.0003230333,0.0001033721,0.00004727802,0.00005948386,4.125402e-7,0.000004999089,0.0007887009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4841741,"threshold_uncertainty_score":0.7485579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640766847688324,"score_gpt":0.2982155317825511,"score_spread":0.2718078633056679,"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."}}