{"id":"W7117977742","doi":"10.5539/jmsr.v14n2p38","title":"Materials for Sustainability in Defence: Trends, Gaps, and Opportunities in Canadian Research","year":2025,"lang":"","type":"article","venue":"Journal of Materials Science Research","topic":"Sustainable Development and Policies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Climate change; Arctic; Sustainable energy; The arctic; Focus (optics); Sustainability science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009151108,0.0007856555,0.0009973643,0.01201999,0.004726199,0.008875025,0.001367799,0.001290488,0.008458507],"category_scores_gemma":[0.007430725,0.0004182401,0.0008798338,0.02954381,0.003169296,0.004351737,0.002198836,0.001605302,0.0008782977],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06913014,"about_ca_system_score_gemma":0.1843502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9255651,"about_ca_topic_score_gemma":0.9703169,"domain_scores_codex":[0.9952977,0.0004133238,0.0003446453,0.0003612815,0.00279464,0.0007883704],"domain_scores_gemma":[0.981285,0.0029736,0.0009734892,0.0002320448,0.01341912,0.00111665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001959922,0.00007785523,0.01183046,0.02354998,0.0001554936,0.0004507396,0.004787985,0.001077443,0.003243475,0.07215089,0.06415968,0.8183201],"study_design_scores_gemma":[0.000007612883,0.000046809,0.01918759,0.008417782,0.0001691767,0.0001971327,0.00746374,0.0002502498,0.001314913,0.004593223,0.9582847,0.00006702957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007933777,0.9221588,0.000845107,0.02959622,0.0005820568,0.00002576272,0.0008674531,0.00005150267,0.03793939],"genre_scores_gemma":[0.05165006,0.9362403,0.0032567,0.003072928,0.0001662972,0.00001837903,0.000503871,0.0000402245,0.00505127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9308699,"threshold_uncertainty_score":0.5015766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112818900067001,"score_gpt":0.4320226917949544,"score_spread":0.3207408017882544,"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."}}