{"id":"W4391864737","doi":"10.51644/9781554581214","title":"Unfitting Stories","year":2007,"lang":"en","type":"book","venue":"","topic":"Empathy and Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002271813,0.0001102238,0.0002208976,0.00008404487,0.00002727608,0.000004030856,0.0000336478,0.0003175169,0.001822358],"category_scores_gemma":[0.0002703998,0.00008522328,0.0000707907,0.00003379762,0.00007469412,0.00001585923,0.00001235627,0.000411347,0.0002671116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723701,"about_ca_system_score_gemma":0.0009861485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001198755,"about_ca_topic_score_gemma":0.000006727984,"domain_scores_codex":[0.9992567,0.000003822809,0.0001816571,0.0001477215,0.0002671442,0.0001429569],"domain_scores_gemma":[0.9994161,0.00008409352,0.00005773843,0.0001730093,0.00008822925,0.0001808988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002802556,0.00006032076,0.00003706697,0.0003835493,0.00005443096,0.00005465889,0.00654062,1.505702e-8,0.000006402417,0.01514734,0.9167165,0.06097113],"study_design_scores_gemma":[0.000204696,0.00008454727,0.0001297425,0.0003965189,0.0001026644,0.00003259362,0.001735038,8.411274e-7,0.00008450902,0.001264739,0.995873,0.00009115492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002309587,0.0007699942,0.0001527011,0.000688163,0.0009207169,0.0001544847,0.00000100035,0.00008995914,0.9969921],"genre_scores_gemma":[0.0003865448,0.00009242998,0.0008886772,0.002459535,0.002429572,0.000002997507,0.0001616603,0.0000221172,0.9935564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07915652,"threshold_uncertainty_score":0.9990901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309209870528515,"score_gpt":0.3383600189434069,"score_spread":0.3074390318905554,"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."}}