{"id":"W2980665108","doi":"","title":"Civic Engagement in Canada: A Critical Analysis of Social Media, Care for Others, and Gender on Volunteering and Donating","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Civic engagement; Public engagement; Social media; Social engagement; Social psychology; Sociology; Logistic regression; Population; Public relations; Psychology; Political science; Social science; Medicine; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002195179,0.0000825544,0.0002425389,0.0003556031,0.0003563621,0.00007915287,0.0001694495,0.00004984971,0.00004968611],"category_scores_gemma":[0.0007488545,0.00008220899,0.00003474019,0.0006223038,0.0001367353,0.0001022591,0.0001398203,0.0002705448,2.86431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446774,"about_ca_system_score_gemma":0.0002955853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3519596,"about_ca_topic_score_gemma":0.7982844,"domain_scores_codex":[0.9979546,0.00005572989,0.0001801412,0.0002929495,0.00103736,0.00047919],"domain_scores_gemma":[0.9987437,0.0007449395,0.00003078837,0.00003680163,0.0003503876,0.00009339262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002365079,0.000017894,0.6805665,0.0003144194,0.00009226264,9.301439e-7,0.2988853,0.000002022927,0.0006653259,0.01860236,0.00004942881,0.0007799177],"study_design_scores_gemma":[0.0003303665,0.00005459545,0.537834,0.00004779786,0.0000394855,4.526986e-8,0.4604863,0.0002495984,0.00007593045,0.0001920317,0.0005857242,0.0001040414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994749,0.0002074834,0.000003342861,0.0001984545,0.00005473904,0.0005206377,0.00001018476,0.000007810656,0.00424835],"genre_scores_gemma":[0.9996771,0.00003185404,0.00006291883,0.00001756117,0.00009160867,0.00007018803,0.000001272356,0.000009901434,0.00003756108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4463248,"threshold_uncertainty_score":0.6523557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126490511135965,"score_gpt":0.4457784723503196,"score_spread":0.3192879612143547,"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."}}