{"id":"W4411936643","doi":"10.21432/cjlt29037","title":"Editorial Volume 51 Issue 1","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Volume (thermodynamics); Psychology; Mathematics education; Computer science; Physics","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":[0.0004508544,0.00003083385,0.00006997263,0.0005653157,0.0003788933,0.00003680471,0.0000996516,0.0001608184,0.0001622647],"category_scores_gemma":[0.001393796,0.00003245933,0.00001185115,0.0005500462,0.0002680784,0.00006857947,0.000003127924,0.0003694359,0.0000087257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008200836,"about_ca_system_score_gemma":0.001917528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215562,"about_ca_topic_score_gemma":0.007681512,"domain_scores_codex":[0.9995871,0.0000426031,0.0001160576,0.00004828658,0.00006754237,0.0001384296],"domain_scores_gemma":[0.9994493,0.00003692894,0.00007504004,0.00002596877,0.0003316538,0.0000811645],"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":[0.000003186574,0.000004968105,0.2450908,0.000005585704,0.00002107133,0.000004110322,0.002795705,0.000003268479,0.0000528832,0.216177,0.5045153,0.03132607],"study_design_scores_gemma":[0.00007013752,0.00003307336,0.0003762368,0.00002215118,0.000004983651,0.000002508142,0.01650903,0.000001293163,0.00001390504,0.006692512,0.9762456,0.00002854143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2628633,0.003051405,0.0002620686,0.5104194,0.1214369,0.000118896,0.000001565683,0.00006767892,0.1017787],"genre_scores_gemma":[0.9779153,0.00003613332,0.0001278853,0.00008185524,0.01125072,6.45861e-7,5.607139e-7,0.00000226929,0.01058458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.715052,"threshold_uncertainty_score":0.4286464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008508485777471599,"score_gpt":0.2895804386503864,"score_spread":0.2810719528729148,"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."}}