{"id":"W2949218371","doi":"10.3390/w11061259","title":"Does Engagement Build Empathy for Shared Water Resources? Results from the Use of the Interpersonal Reactivity Index during a Mobile Water Allocation Experimental Decision Laboratory","year":2019,"lang":"en","type":"article","venue":"Water","topic":"Empathy and Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon City Hospital; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Empathy; Interpersonal Reactivity Index; Psychology; Construct (python library); Scale (ratio); Interpersonal communication; Perception; Perspective-taking; Test (biology); Applied psychology; Social psychology; Perspective (graphical); Computer science; Geography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007577532,0.0002232424,0.0003042725,0.0004370066,0.0008925173,0.001256205,0.0003998533,0.0007532458,0.00225665],"category_scores_gemma":[0.03967204,0.0002421052,0.0003692952,0.0002107329,0.001302486,0.001007622,0.002395714,0.001416765,0.0002087266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006438351,"about_ca_system_score_gemma":0.0007793293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006196323,"about_ca_topic_score_gemma":0.0008691401,"domain_scores_codex":[0.9925584,0.005636422,0.000226658,0.0004939385,0.0006048065,0.0004797188],"domain_scores_gemma":[0.9747289,0.01795139,0.003695083,0.000914221,0.001185552,0.001524827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003042244,0.008200763,0.501466,0.001191577,0.0005019772,0.0007637817,0.298618,0.0009715039,0.02303853,0.002041289,0.001978865,0.1581854],"study_design_scores_gemma":[0.0001037671,0.004199729,0.9313177,0.0002276246,0.0001803551,0.0002981359,0.05278742,0.001192609,0.003597464,0.001235811,0.00478225,0.00007712887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981714,0.00003465177,0.0003387357,0.0001657183,0.000005535211,0.00003441603,0.00001176664,0.000003312796,0.001234262],"genre_scores_gemma":[0.998904,0.00004910809,0.0005552763,0.0001180267,0.000005143394,0.0001065618,0.00001412407,0.000003356306,0.0002443661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007577532,"threshold_uncertainty_score":0.04007435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303139013018107,"score_gpt":0.2792105646613392,"score_spread":0.2561791745311581,"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."}}