{"id":"W2408113162","doi":"10.21432/t2r890","title":"Web 2.0 and Social Media Connecting Learners in Self-Paced Study: Practitioners’ Perspectives | Le Web 2.0 et les médias sociaux reliant les apprenants dans l’étude à leur rythme : points de vue de praticiens","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Open university; Psychology; Humanities; Computer science; Sociology; Distance education; Pedagogy; 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":[],"consensus_categories":[],"category_scores_codex":[0.002628271,0.0001439834,0.0003022533,0.0007164261,0.001196667,0.00009430149,0.0001684172,0.000331959,0.00002708549],"category_scores_gemma":[0.004804929,0.0001244662,0.00004259243,0.0004065539,0.0005388897,0.0002413164,0.00003266049,0.001121338,0.000001268765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507826,"about_ca_system_score_gemma":0.003903208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004354086,"about_ca_topic_score_gemma":0.2752773,"domain_scores_codex":[0.9977702,0.0009719413,0.0002825192,0.0002348291,0.0001672421,0.0005732926],"domain_scores_gemma":[0.9985982,0.0005828178,0.0003582627,0.00005432962,0.0001668854,0.0002394837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001840496,0.00008706461,0.6954569,0.00001122827,0.00009393733,0.0003454992,0.2593308,0.00002391826,0.001841613,0.009341132,0.0001025403,0.03334702],"study_design_scores_gemma":[0.00125601,0.0002350289,0.0125054,0.0001132814,0.00004096576,0.0001739013,0.9691591,0.00007906058,0.00003275944,0.0006263362,0.01558357,0.0001945426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552971,0.0004827696,0.00008558439,0.04330519,0.00005029755,0.00009185432,0.000003622795,0.00006555994,0.0006180795],"genre_scores_gemma":[0.9976629,0.0005495942,0.001491912,0.0000179227,0.0001276128,0.000003435039,5.10429e-7,0.00002204854,0.0001240623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7098284,"threshold_uncertainty_score":0.9203914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398258085304533,"score_gpt":0.3109019145059362,"score_spread":0.2869193336528909,"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."}}