{"id":"W4247800047","doi":"10.12927/hcpol.2015.24173","title":"Dummheit","year":2015,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001281253,0.0004951086,0.0005748786,0.0006520929,0.0001998876,0.0001117458,0.0004703164,0.0005510998,0.0003139597],"category_scores_gemma":[0.001677949,0.000593933,0.0001730647,0.002279912,0.0004222393,0.0004080771,0.000254264,0.0008070475,0.1611061],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004437311,"about_ca_system_score_gemma":0.01022953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2676126,"about_ca_topic_score_gemma":0.009162185,"domain_scores_codex":[0.9943748,0.001154698,0.0007260394,0.0006591974,0.0008621205,0.002223123],"domain_scores_gemma":[0.9938875,0.00009762762,0.0002856584,0.001170362,0.0008998267,0.003659026],"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":[0.00009344594,0.000210693,0.005845839,0.0005597975,0.00004277381,0.000132976,0.006538608,0.00002513322,0.00002131676,0.4424196,0.4735293,0.07058041],"study_design_scores_gemma":[0.001201189,0.0004293099,0.004114444,0.0003031327,0.00002946349,0.00037118,0.0007879891,0.0002496501,0.0001037356,0.02330044,0.9686085,0.0005009528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02253003,0.1210293,0.00002720305,0.7715448,0.0049814,0.0008677807,0.001645895,0.0006445501,0.0767291],"genre_scores_gemma":[0.846899,0.001133829,0.001813434,0.02635924,0.01914241,0.00008281627,0.0001205775,0.0005830422,0.1038656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.824369,"threshold_uncertainty_score":0.9996512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2003653136465992,"score_gpt":0.4481148394368668,"score_spread":0.2477495257902677,"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."}}