{"id":"W2938427167","doi":"10.21432/cjlt27641","title":"Exploring Perceptions of E-Books Among CEGEP Students and Faculty | Exploration des perceptions relatives aux livres électroniques chez les étudiants et enseignants au cégep","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Credibility; Perception; Reading (process); Higher education; Psychology; Institution; Pedagogy; Library science; Sociology; Political science; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001203814,0.0002077521,0.0002865116,0.0009202053,0.002627871,0.003124199,0.0004528094,0.0005248542,0.003894782],"category_scores_gemma":[0.004254937,0.0002392321,0.0002317854,0.001124893,0.001456509,0.001025739,0.001128547,0.0009128729,0.0003600779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082773,"about_ca_system_score_gemma":0.002508725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.119783,"about_ca_topic_score_gemma":0.1652786,"domain_scores_codex":[0.9991488,0.0002043317,0.0000414457,0.00007147092,0.0003212135,0.000212696],"domain_scores_gemma":[0.9949915,0.00134757,0.0009313452,0.00007360447,0.001421116,0.001234954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001256099,0.0004413712,0.649872,0.0001533263,0.00002376814,0.00145828,0.3126552,0.00009927135,0.004264491,0.0003848675,0.0008978004,0.02962395],"study_design_scores_gemma":[0.000005929065,0.0003240925,0.5675049,0.00005583997,0.000009995384,0.0003304535,0.4252716,0.0001729079,0.0004927219,0.00005169793,0.005753236,0.00002653153],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990434,0.00006385407,0.00003888351,0.0001237352,0.000002554274,0.00000699764,0.0000145056,0.00000155247,0.0007045832],"genre_scores_gemma":[0.9980919,0.00016919,0.00005055363,0.00007874206,0.000004664639,0.000007285316,0.00002234626,0.000001412353,0.001573929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9968758,"threshold_uncertainty_score":0.2381716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07154160758611545,"score_gpt":0.2759723828970161,"score_spread":0.2044307753109007,"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."}}