{"id":"W7001448064","doi":"","title":"Kindness is Contagious: Standing up Against Bullying","year":2025,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kindness; Excellence; General partnership; Best practice; Focus group","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007305529,0.000444211,0.0005238006,0.0003178241,0.006154514,0.0004297137,0.0008035602,0.0003993014,0.0001604511],"category_scores_gemma":[0.0002622337,0.0004839657,0.0003489436,0.001308296,0.001220814,0.0006021585,0.0001925449,0.0005572235,0.00005168441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387406,"about_ca_system_score_gemma":0.00310392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407154,"about_ca_topic_score_gemma":0.0004723422,"domain_scores_codex":[0.9959928,0.0003885028,0.0007342295,0.0008536436,0.001132343,0.0008984193],"domain_scores_gemma":[0.9981792,0.0003065602,0.0002338905,0.0005423043,0.000401301,0.000336734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002282229,0.001550853,0.1663113,0.0009046122,0.002794079,0.002876319,0.09682408,0.004241293,0.06634723,0.4346052,0.1835965,0.03766624],"study_design_scores_gemma":[0.00157525,0.0000701737,0.001505874,0.001151647,0.0001095384,0.00003520516,0.01458548,0.0002393127,0.008785559,0.001102062,0.9700125,0.0008273199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155493,0.001444642,0.002617474,0.001314285,0.005001716,0.0007230023,0.00002599042,0.0004669809,0.3728566],"genre_scores_gemma":[0.9372503,0.0002794032,0.0002682165,0.002030686,0.0009106745,0.0001139728,0.000009774173,0.00003862405,0.05909839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7864161,"threshold_uncertainty_score":0.9997612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013673613623441,"score_gpt":0.2828695562884747,"score_spread":0.2691959426650337,"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."}}