{"id":"W2467019590","doi":"10.1023/a:1010396022487","title":"Bernard Shaw, The Doctor's Dilemma: Scarcity, Socialism, and the Sanctity of Life","year":2001,"lang":"en","type":"article","venue":"The Journal of Value Inquiry","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.003006809,0.0001231043,0.000487564,0.00005489201,0.0002094833,0.00004966502,0.0003203497,0.0000689784,0.0000931022],"category_scores_gemma":[0.0004835144,0.00004539598,0.0003135912,0.0002235521,0.0009370412,0.0001217497,0.00009446943,0.000519853,0.00000301726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542344,"about_ca_system_score_gemma":0.000110644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347382,"about_ca_topic_score_gemma":0.00001415228,"domain_scores_codex":[0.9981154,0.0004939862,0.0005532985,0.00007405301,0.0005951524,0.0001680716],"domain_scores_gemma":[0.9981711,0.0006292816,0.0004038657,0.0003322205,0.0003660271,0.0000975065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02225463,0.001967421,0.1864179,0.000583548,0.01214892,0.0005513949,0.2255941,0.0006862602,0.0106144,0.1647662,0.3562416,0.0181737],"study_design_scores_gemma":[0.03394791,0.002433639,0.6119943,0.002001397,0.02094293,0.008586714,0.03073791,0.001522397,0.002165419,0.08304232,0.20172,0.0009050476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518446,0.007198706,0.0001702877,0.03924816,0.0004196482,0.0001347372,0.000002571696,0.000004288794,0.0009769531],"genre_scores_gemma":[0.9908545,0.002195956,0.00002920722,0.004058453,0.002611386,0.000001089438,6.074729e-7,0.000011192,0.0002376103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4255764,"threshold_uncertainty_score":0.3452567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255007408811052,"score_gpt":0.3059684263312047,"score_spread":0.2734183522430942,"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."}}