{"id":"W4417436631","doi":"10.35502/jcswb.522","title":"Kindness: Holding back the ravens of our modern times","year":2025,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Work (physics); Subject (documents); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001946267,0.00008535159,0.0002737884,0.00004523222,0.002979353,0.00005360435,0.0004072055,0.00006898341,0.00001935544],"category_scores_gemma":[0.0001486885,0.00005406948,0.00014804,0.0001834385,0.0002511345,0.0002061416,0.0002582965,0.000566735,0.000001683331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005644622,"about_ca_system_score_gemma":0.00006553919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000613243,"about_ca_topic_score_gemma":0.0005158624,"domain_scores_codex":[0.9984478,0.0007816207,0.0003631336,0.00003512129,0.0002115101,0.0001608236],"domain_scores_gemma":[0.9989539,0.0004118871,0.0002613071,0.0001004442,0.0002325935,0.00003980856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003485138,0.0001811784,0.006794365,0.0001136591,0.000470918,0.000005665725,0.8247067,0.0002467106,0.000421651,0.1371692,0.003926288,0.02561516],"study_design_scores_gemma":[0.0007910475,0.0001692836,0.03578901,0.0008006082,0.0001714092,0.000008987846,0.6553054,0.00006997489,0.0003412777,0.2473725,0.05896887,0.0002116239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6125662,0.0007975471,0.0004267545,0.03708898,0.0005460891,0.0001140083,0.000001122743,0.000008530036,0.3484507],"genre_scores_gemma":[0.995102,0.001376609,0.00005002071,0.0002585094,0.0001725506,3.171796e-7,3.097541e-7,0.000002939226,0.003036744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825358,"threshold_uncertainty_score":0.9983186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127692434229253,"score_gpt":0.322667681925541,"score_spread":0.3013907575832484,"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."}}