{"id":"W4409158806","doi":"10.21432/cjlt28969","title":"Editorial Volume 50 Issue 3","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Volume (thermodynamics); Mathematics education; Psychology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001567084,0.00004080142,0.00008833542,0.0003406045,0.0001277932,0.000112153,0.000283164,0.0001070805,0.00001576672],"category_scores_gemma":[0.0003113953,0.00003986817,0.00002255129,0.000378952,0.0000907168,0.0001217889,0.00002192571,0.0003391529,0.00001022735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004085578,"about_ca_system_score_gemma":0.0009741611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305877,"about_ca_topic_score_gemma":0.0001585762,"domain_scores_codex":[0.9996199,0.00001387422,0.0001147237,0.00007234442,0.00004732032,0.0001318387],"domain_scores_gemma":[0.999567,0.00001832597,0.00006105522,0.00007318962,0.0001554683,0.0001249447],"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":[9.254572e-7,0.000007952326,0.03342433,0.000006805949,0.0000281809,0.00001304887,0.0006062945,0.00001080734,0.00003727759,0.07127791,0.7470748,0.1475117],"study_design_scores_gemma":[0.000101019,0.00005248263,0.0001878465,0.00001543179,0.000002216611,0.0000276387,0.0005598629,0.0000891931,0.00002392773,0.004052342,0.9948527,0.00003534801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1456719,0.00929076,0.091577,0.3151346,0.34569,0.0002121983,0.000002844985,0.000395264,0.09202547],"genre_scores_gemma":[0.9809865,0.00003760852,0.002928212,0.0001890963,0.003530475,7.892698e-7,2.522404e-7,0.000003533335,0.01232353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8353146,"threshold_uncertainty_score":0.172812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002984903587019951,"score_gpt":0.2250634824151222,"score_spread":0.2220785788281022,"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."}}