{"id":"W4401718437","doi":"10.21432/cjlt28776","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Learning and Technology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"The Internet; Educational technology; Library science; Sociology; Computer science; Mathematics education; Pedagogy; World Wide Web; Psychology","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":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001669501,0.0001017767,0.0002533066,0.000729117,0.000400646,0.0001498339,0.0002549239,0.001360785,0.00009417113],"category_scores_gemma":[0.01087244,0.00009800379,0.00005737143,0.0003730709,0.0004550031,0.00005076208,0.00001346376,0.002669829,0.00001642317],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211598,"about_ca_system_score_gemma":0.01324042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004247673,"about_ca_topic_score_gemma":0.02073007,"domain_scores_codex":[0.9988896,0.0001492724,0.0002271576,0.0001331951,0.0003140771,0.0002866643],"domain_scores_gemma":[0.9981727,0.0005323938,0.0002016966,0.00005351266,0.0006791307,0.0003605643],"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":[0.000001360904,0.000001383534,0.000130787,0.00001323799,0.0000283129,0.00002839064,0.0005739642,2.714154e-7,0.000001485399,0.004617489,0.982221,0.01238229],"study_design_scores_gemma":[0.00006410498,0.00008482883,5.474832e-7,0.0001417601,0.00004362304,0.000006731042,0.00205184,1.333444e-7,9.797968e-7,0.009625581,0.9878864,0.00009344894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001000058,0.006869087,0.0000061209,0.004221335,0.9799478,0.00003000282,0.000008031779,0.00002247564,0.008795137],"genre_scores_gemma":[0.000482178,0.001258755,0.0004059527,0.000003315143,0.9813316,0.000001586516,0.000004194522,0.00001840023,0.01649397],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0164824,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111602352782601,"score_gpt":0.3480013705929575,"score_spread":0.3368853470651315,"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."}}