{"id":"W1525846365","doi":"10.21432/t25g71","title":"Meeting the challenge of providing flexible learning opportunities: Considerations for technology adoption amongst academic staff | Relever le défi de fournir des occasions d’apprentissage flexibles : considérations pour l’adoption de la technologie","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; Simon Fraser University","funders":"","keywords":"Humanities; Affordance; Sociology; Psychology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003674312,0.0001527593,0.0002955852,0.001260674,0.00220516,0.00009269965,0.0002623769,0.0007176674,0.00001644153],"category_scores_gemma":[0.01382543,0.0001430979,0.00006794031,0.0006344875,0.001885345,0.0002792163,0.00005168054,0.001822204,7.940689e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762244,"about_ca_system_score_gemma":0.00765501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004882399,"about_ca_topic_score_gemma":0.005323756,"domain_scores_codex":[0.9980342,0.0005197449,0.0004933567,0.0001882873,0.0001545888,0.0006098512],"domain_scores_gemma":[0.9973393,0.0009504664,0.0006301419,0.0001147741,0.0007103871,0.0002548939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003515434,0.0001154172,0.121919,0.0001152459,0.000216433,0.0001463135,0.02091063,0.009802628,0.005254205,0.682173,0.001557601,0.1577543],"study_design_scores_gemma":[0.0007932091,0.000629239,0.00006073723,0.0004909668,0.0001231934,0.0004047827,0.6392208,0.001064842,0.001606404,0.1989747,0.1563781,0.0002530646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028273,0.005223074,0.01573316,0.06901143,0.0001301329,0.0004254571,0.000009065224,0.0003868542,0.006253561],"genre_scores_gemma":[0.9780833,0.001476746,0.01966837,0.000008589735,0.0001019239,0.00002651312,0.000002852108,0.00002438654,0.0006073175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6183102,"threshold_uncertainty_score":0.9990938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09379472533524286,"score_gpt":0.3375280492278441,"score_spread":0.2437333238926013,"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."}}