{"id":"W7084392518","doi":"10.1002/jcop.70042/v2/response1","title":"Author response for \"Community Connection and Loneliness in Canada\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Connection (principal bundle); Gossip; Subject (documents)","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":[0.004705756,0.000870954,0.00135519,0.001779123,0.01286222,0.006494792,0.002675872,0.01694953,0.1996415],"category_scores_gemma":[0.03153672,0.000542323,0.0008751533,0.00146561,0.003333566,0.001578682,0.00399478,0.01198851,0.03852311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02554816,"about_ca_system_score_gemma":0.08953775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7541386,"about_ca_topic_score_gemma":0.8661402,"domain_scores_codex":[0.9930705,0.0005314894,0.0003380432,0.000417335,0.003553293,0.002089339],"domain_scores_gemma":[0.9571191,0.005346166,0.0006591451,0.0007248979,0.02497668,0.01117414],"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":[0.00001105174,0.000002223858,0.00008367217,0.00001656985,0.00000129307,0.00003246781,0.00006739231,0.000004311157,0.00001011903,0.0001329614,0.9989316,0.0007062688],"study_design_scores_gemma":[0.00004616529,0.000009811111,0.003050781,0.0001421304,0.000007927077,0.00006004128,0.002005504,0.0000422639,0.00006343299,0.0002131724,0.9943208,0.00003801551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001414512,0.001334589,0.0001468118,0.8435593,0.1167624,0.0002267484,0.005030063,0.0003192626,0.03120632],"genre_scores_gemma":[0.01393011,0.001926285,0.0003072659,0.4010262,0.01893549,0.0004361926,0.002065458,0.0002879026,0.5610851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2458614,"threshold_uncertainty_score":0.6678672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869320190821709,"score_gpt":0.3092927000363893,"score_spread":0.2805994981281721,"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."}}