{"id":"W3012890854","doi":"10.1186/s40359-020-0386-9","title":"A revised short version of the compassionate love scale for humanity (CLS-H-SF): evidence from item response theory analyses and validity testing","year":2020,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Mitacs; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Psychology; Compassion; Construct validity; Scale (ratio); Distress; Social psychology; Item response theory; Construct (python library); Empathy; CLs upper limits; Affect (linguistics); Humanity; Psychometrics; Clinical psychology; Theology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018932,0.0001811371,0.0003995046,0.0000722835,0.0001842532,0.00001927874,0.0004849124,0.0001485738,0.003655629],"category_scores_gemma":[0.001736374,0.0001304059,0.0002623628,0.0002986031,0.0002612914,0.00006799276,0.0001819148,0.0002352646,0.00006820493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001807138,"about_ca_system_score_gemma":0.00003741198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003953736,"about_ca_topic_score_gemma":0.00002527748,"domain_scores_codex":[0.9966003,0.001901505,0.0005333953,0.0005749368,0.0001602058,0.0002296115],"domain_scores_gemma":[0.9942645,0.004568645,0.0002755218,0.0006200937,0.0001548337,0.0001164367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04301312,0.001546107,0.5574889,0.0003770548,0.0004517472,0.00001923552,0.00592222,0.00005178239,0.1449593,0.005789697,0.2264182,0.01396268],"study_design_scores_gemma":[0.001398883,0.000627983,0.9792797,0.0004173503,0.0001976628,0.00001271563,0.0009150997,0.0006415007,0.004607045,0.00789715,0.003788296,0.0002166455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294354,0.0003419523,0.06616724,0.001551204,0.0006555904,0.0004262781,0.0001767827,0.00003384846,0.001211713],"genre_scores_gemma":[0.9975889,0.000001822333,0.001116085,0.0006218408,0.0001192112,0.0001602438,0.000006768463,0.00001821199,0.0003669379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4217908,"threshold_uncertainty_score":0.9972551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.419180547229296,"score_gpt":0.4640193631378319,"score_spread":0.04483881590853589,"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."}}