{"id":"W7084498101","doi":"10.1002/jcop.70042/v2/review2","title":"Review for \"Community Connection and Loneliness in Canada\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","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":[0.01130518,0.001336878,0.002953399,0.009674007,0.006400997,0.00831112,0.004308042,0.006225512,0.050582],"category_scores_gemma":[0.05981835,0.0006987826,0.001845993,0.01167625,0.004205456,0.002434885,0.002802015,0.004861305,0.009850117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0448902,"about_ca_system_score_gemma":0.2415451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8818463,"about_ca_topic_score_gemma":0.9361967,"domain_scores_codex":[0.9915437,0.000858456,0.0007129665,0.0004633738,0.005201647,0.001219851],"domain_scores_gemma":[0.8679205,0.01168132,0.002774572,0.001896616,0.1064108,0.009316152],"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":[0.00001885959,0.00000654085,0.0001106177,0.001005542,0.00002250611,0.00001488947,0.00003448287,0.00001607087,0.000008802263,0.000820239,0.9772724,0.02066896],"study_design_scores_gemma":[0.00005122372,0.00001369893,0.004428873,0.005551887,0.0001069683,0.00003323577,0.0001731923,0.00003029518,0.00002649852,0.0005621538,0.9889956,0.00002634836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006503955,0.4748531,0.0003180679,0.2942755,0.1726163,0.0005265468,0.009662031,0.0001725117,0.04692559],"genre_scores_gemma":[0.01515048,0.6760395,0.001283119,0.1168626,0.06406735,0.0007608015,0.008339923,0.0002511296,0.1172451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1181537,"threshold_uncertainty_score":0.3257027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05177640231587012,"score_gpt":0.2562829472154932,"score_spread":0.2045065448996231,"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."}}