{"id":"W4401011014","doi":"10.37119/ojs2024.v29i2.734","title":"Handholding, Walking With Students. Compassionate—Not Customer—Care in Post-Secondary Education","year":2024,"lang":"en","type":"article","venue":"in education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Active listening; Compassion; Resistance (ecology); Pedagogy; Secondary care; Psychology; Sociology; Medicine; Political science; Primary care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003242621,0.0001075339,0.0001046836,0.0003874761,0.0001865431,0.0002256364,0.0002395988,0.00008677289,0.0001971973],"category_scores_gemma":[0.00005842909,0.00008456357,0.00003099104,0.0007467786,0.00009733097,0.0004428302,0.0000261357,0.0002189231,0.00009063516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055743,"about_ca_system_score_gemma":0.005789243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567255,"about_ca_topic_score_gemma":0.01760194,"domain_scores_codex":[0.998796,0.00007513847,0.000217549,0.0002453248,0.0004111523,0.0002548436],"domain_scores_gemma":[0.9995208,0.00005121444,0.00004998127,0.0001143685,0.0001716717,0.00009199583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000405022,0.001064866,0.0628814,0.0001869236,0.00001784597,0.000002403391,0.2283909,0.00007041938,0.0001172556,0.09006271,0.01372964,0.6034352],"study_design_scores_gemma":[0.0001176319,0.00002766711,0.4738584,0.0004496585,0.000006948391,0.00000316454,0.1702916,0.000005265076,0.00003423702,0.001231138,0.3538166,0.0001576013],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514916,0.00464486,8.66773e-7,0.005595515,0.003386712,0.0003489297,0.000005361764,0.00004525547,0.03448093],"genre_scores_gemma":[0.9945123,0.0002517563,0.0001157221,0.0008553337,0.0005038664,0.0001287032,0.00008237367,0.00001302895,0.003536945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6032775,"threshold_uncertainty_score":0.999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008148080155832288,"score_gpt":0.3583162014779483,"score_spread":0.350168121322116,"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."}}