{"id":"W4392351665","doi":"10.19173/irrodl.v25i1.7253","title":"Book Review: IDEAL Distance Education and Blended Learning Handbook (8th ed.), authored by Jen Vanek, Destiny Simpson, Jamie Harris, and Jeff Goumas (EDTech Books, 2022)","year":2024,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Destiny (ISS module); Ideal (ethics); Blended learning; Distance education; Sociology; Psychology; Psychoanalysis; Educational technology; Philosophy; Pedagogy; Engineering; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004490458,0.0001673189,0.0003013362,0.0001613715,0.000328534,0.0005838213,0.0009598496,0.00005070303,0.0001309406],"category_scores_gemma":[0.001064179,0.0001301525,0.00003439777,0.0006193034,0.0002173118,0.0006692432,0.0007947611,0.0008960443,0.000009079085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331516,"about_ca_system_score_gemma":0.0006114036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124721,"about_ca_topic_score_gemma":0.000009773387,"domain_scores_codex":[0.9974919,0.0005237293,0.0005254035,0.0005138617,0.0006751213,0.0002699747],"domain_scores_gemma":[0.9979506,0.001000733,0.0001741956,0.0002577457,0.0005069621,0.0001098121],"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":[0.00002592048,0.000141391,0.001472211,0.006979552,0.00007599786,0.000009677306,0.0003458334,0.00001365714,0.0001716794,0.07685982,0.7161716,0.1977327],"study_design_scores_gemma":[0.0001863341,0.00009448318,0.001113516,0.03147034,0.00001434609,0.00004876183,0.0004325804,0.005408096,0.00005630456,0.002496671,0.9585085,0.0001700791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007985327,0.935444,0.005161445,0.0565133,0.0001208239,0.0006419438,0.00003142081,0.00003158283,0.001256952],"genre_scores_gemma":[0.03718133,0.9542826,0.000761747,0.001364653,0.00007248986,0.0002454159,0.0003090143,0.00001570983,0.005767011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2423369,"threshold_uncertainty_score":0.5629802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575545774091748,"score_gpt":0.4086308320350499,"score_spread":0.3728753742941324,"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."}}