{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003640702,0.00218116,0.002541322,0.003037256,0.002698534,0.009484974,0.003284803,0.01006722,0.216223],"category_scores_gemma":[0.02056278,0.0009445363,0.002171441,0.001383339,0.001710183,0.004547091,0.002431437,0.01036194,0.1486183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093797,"about_ca_system_score_gemma":0.002962067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120679,"about_ca_topic_score_gemma":0.00193754,"domain_scores_codex":[0.9965898,0.0003991696,0.0003308475,0.0006234307,0.001701672,0.0003550887],"domain_scores_gemma":[0.9889166,0.002260481,0.0007344628,0.0009057818,0.005188754,0.001993982],"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":[0.00001259529,0.00001318249,0.00002881516,0.0001524941,0.000004095426,0.00004836679,0.000008583265,0.00001289881,0.00004621592,0.0003477657,0.9904529,0.008872081],"study_design_scores_gemma":[0.00001087397,0.00000841267,0.0001052197,0.000242803,0.000005048879,0.00006152566,0.0000184113,0.000022303,0.00004015217,0.0003374543,0.9991423,0.000005445574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004885656,0.002975744,0.0001092762,0.02406253,0.9548044,0.00004976224,0.0001742509,0.000148632,0.01762646],"genre_scores_gemma":[0.0007507413,0.005316195,0.000146804,0.02542999,0.8897086,0.00006330253,0.000254506,0.0001301673,0.07819964],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.216223,"threshold_uncertainty_score":0.7233379,"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."}}