{"id":"W3161404906","doi":"10.19173/irrodl.v22i2.5550","title":"Book Review: Learning Online-The Student Experience","year":2021,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online learning; Educational technology; Distance education; Computer science; Mathematics education; Psychology; Pedagogy; Multimedia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009065727,0.0004918817,0.001404671,0.003378158,0.0005873406,0.003016219,0.001054136,0.001960037,0.02948549],"category_scores_gemma":[0.008773603,0.0002422199,0.0004794345,0.006682661,0.0007618356,0.002077214,0.0009620365,0.002163996,0.01233841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438657,"about_ca_system_score_gemma":0.002307567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290703,"about_ca_topic_score_gemma":0.007293785,"domain_scores_codex":[0.9987685,0.000273218,0.0001096185,0.0001253577,0.0006578268,0.00006540089],"domain_scores_gemma":[0.9921111,0.003839342,0.0006230777,0.0001794666,0.002737062,0.0005098985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002569977,0.0000350399,0.0003107632,0.004422545,0.00002414353,0.0001345941,0.0001297796,0.0000640198,0.0001315884,0.001104539,0.8595341,0.1340831],"study_design_scores_gemma":[0.000005539959,0.00003978608,0.0009154866,0.003458597,0.00001756063,0.0006030126,0.0001063727,0.00001716852,0.0000410466,0.000274273,0.9945142,0.000006974491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005681289,0.9385263,0.0002268154,0.01455862,0.02293568,0.00004699991,0.0003155795,0.00004267596,0.02277929],"genre_scores_gemma":[0.005999355,0.9071711,0.0002966816,0.01256474,0.02417795,0.00008063269,0.000656486,0.00006040768,0.04899253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02948549,"threshold_uncertainty_score":0.09863883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08901235003173903,"score_gpt":0.5178412389069366,"score_spread":0.4288288888751975,"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."}}