{"id":"W7080973710","doi":"","title":"Peer Connections and Social Media Use Among Military-Connected Youth in Canada: A Cross-Sectional Study","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Peer group; Peer influence; Survey data collection; Sample (material); Social support; Peer review; Mass media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0009567469,0.0004665093,0.0006470053,0.002273597,0.00462733,0.001979336,0.0014763,0.0005702655,0.002179421],"category_scores_gemma":[0.001919021,0.000593775,0.0008503282,0.004820707,0.0007890885,0.0007597143,0.001426509,0.001115478,0.0003600701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01975617,"about_ca_system_score_gemma":0.02527837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893717,"about_ca_topic_score_gemma":0.9930555,"domain_scores_codex":[0.9988261,0.00007466477,0.00009566158,0.0001676137,0.0004704862,0.0003656049],"domain_scores_gemma":[0.9977317,0.00009391968,0.0004778163,0.00006399368,0.001031957,0.0006006542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000227478,0.00007331374,0.9950097,0.0000677373,0.00003761885,0.0000684611,0.001686736,0.00002070567,0.00007997977,0.00004715348,0.0006705204,0.002215412],"study_design_scores_gemma":[0.000003516658,0.00002840839,0.9959297,0.00005581737,0.00002287049,0.00004621442,0.003154259,0.00008441895,0.00003072447,0.000009529249,0.0006272221,0.000007306237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917487,0.000794138,0.00008702411,0.0002580403,0.00001433698,0.0001897588,0.005093136,0.00001285505,0.001801984],"genre_scores_gemma":[0.9954451,0.001033477,0.0002928226,0.0001609001,0.000008468071,0.0001142374,0.00209927,0.000006467234,0.0008393698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975617,"threshold_uncertainty_score":0.1433418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287722350814326,"score_gpt":0.1930742567627026,"score_spread":0.1801970332545593,"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."}}