{"id":"W4409058528","doi":"10.24908/cmj.v23i4.17689","title":"Distance Learning within the Canadian Armed Forces: Potential Effects on Quality of Life","year":2025,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Psychology; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002006748,0.0001007048,0.0001544183,0.0002809958,0.002343426,0.0000470731,0.0003399124,0.0001025744,0.0002195841],"category_scores_gemma":[0.002668013,0.00008113899,0.0001064758,0.0003651058,0.0002691223,0.0001440885,0.000004204452,0.0005676675,0.00001275992],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159583,"about_ca_system_score_gemma":0.01247205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845796,"about_ca_topic_score_gemma":0.9997259,"domain_scores_codex":[0.9979522,0.0008826414,0.0003569161,0.0001418132,0.0002909711,0.0003754226],"domain_scores_gemma":[0.9983776,0.0002613667,0.00009004835,0.0001567312,0.0002457192,0.0008685169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000222473,0.00008178726,0.1400471,0.0001776206,0.0003634003,0.00005819637,0.2076035,0.008766505,0.0001887839,0.5001995,0.1190718,0.0232193],"study_design_scores_gemma":[0.00115372,0.0002499541,0.345274,0.0005585168,0.00008739369,0.000007792449,0.2694283,0.0008740643,0.0001240656,0.0182908,0.3633609,0.0005905338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039196,0.002424318,0.0003370783,0.0413451,0.003251301,0.0004047649,0.00002636442,0.0000165231,0.04827493],"genre_scores_gemma":[0.9924307,0.00008202961,0.00005809494,0.003609566,0.000289164,0.000006770845,0.00001005449,0.000005476514,0.00350807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4819087,"threshold_uncertainty_score":0.9989554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520873973330267,"score_gpt":0.3069262698606349,"score_spread":0.2917175301273323,"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."}}