{"id":"W7009979237","doi":"","title":"Future considerations in the adoption of educational technologies","year":2016,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Foundation (evidence); Higher education; Innovation management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02605017,0.0005646475,0.0004737235,0.001739999,0.004884724,0.01600698,0.003732052,0.02141226,0.0155704],"category_scores_gemma":[0.04886588,0.0004737384,0.001215197,0.002126195,0.007811463,0.02003323,0.005086382,0.00910793,0.002409335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006118192,"about_ca_system_score_gemma":0.02218326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736533,"about_ca_topic_score_gemma":0.02747357,"domain_scores_codex":[0.9659343,0.01820133,0.001914043,0.00177773,0.008830339,0.003342276],"domain_scores_gemma":[0.9349015,0.03511638,0.002347379,0.001583525,0.01818885,0.007862521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002044683,0.0005254435,0.008823502,0.001254056,0.00004789934,0.00221036,0.011313,0.002301571,0.001704634,0.6016455,0.1112541,0.2587154],"study_design_scores_gemma":[0.00004398834,0.000441631,0.006890752,0.004067062,0.00006953164,0.00196105,0.06939498,0.001844377,0.001938712,0.1371856,0.7760146,0.0001478281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01107957,0.0153655,0.005736141,0.8504332,0.001951811,0.00008321751,0.0000842865,0.0001228932,0.1151433],"genre_scores_gemma":[0.6351019,0.06800677,0.03945825,0.1745817,0.003934854,0.0006840964,0.0004246266,0.0001767137,0.07763112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02605017,"threshold_uncertainty_score":0.1377681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006367249897591335,"score_gpt":0.2313663772452865,"score_spread":0.2249991273476952,"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."}}