{"id":"W1833834617","doi":"10.29173/pandpr19835","title":"\"I Learned Nothing from Him...\". Reflections on Problematic Issues with Peer Modeling in Rehabilitation","year":2011,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vignette; Empathy; Rehabilitation; Psychology; Wheelchair; Norwegian; Intervention (counseling); Nothing; Social psychology; Applied psychology; Psychiatry; Computer science; Epistemology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00145476,0.0002009157,0.0003135564,0.00034683,0.0001835622,0.0000276673,0.0002095701,0.0002629457,0.0006174486],"category_scores_gemma":[0.003034452,0.000170888,0.00003500368,0.0003673803,0.00009820268,0.0003423101,0.00003369173,0.000920089,0.0008089975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591752,"about_ca_system_score_gemma":0.00009376053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734381,"about_ca_topic_score_gemma":0.0003858312,"domain_scores_codex":[0.9970887,0.0009820285,0.000542154,0.0006480602,0.0002932167,0.0004458003],"domain_scores_gemma":[0.9965053,0.002267282,0.0002661717,0.000613278,0.000261656,0.0000863178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005420878,0.003356188,0.001177677,0.00007599673,0.0005268439,0.0009930837,0.9036288,0.003956107,0.0004414294,0.03358149,0.0002121048,0.04662939],"study_design_scores_gemma":[0.006955694,0.01055327,0.02069093,0.001237401,0.0004547747,0.000942348,0.5343973,0.007737481,0.00003357053,0.3685336,0.0466448,0.001818756],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479488,0.0002729543,0.004682545,0.04903644,0.0006528905,0.0006773518,0.000005678523,0.0002040181,0.09651925],"genre_scores_gemma":[0.9529155,0.00001811044,0.04491918,0.001263775,0.0001058849,0.0001626599,0.00001050407,0.00004403051,0.0005603667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3692315,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.252292873742695,"score_gpt":0.4630179519330365,"score_spread":0.2107250781903415,"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."}}