{"id":"W3211060217","doi":"10.1017/9781108421706.096","title":"Doppler, Christian Andreas (1803–1853)","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"History","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008093538,0.0003323589,0.0003959145,0.000209149,0.0004891675,0.00006476721,0.0004295081,0.0002600957,0.0008648902],"category_scores_gemma":[0.000009160218,0.0003651984,0.0001949253,0.000003487455,0.0007447682,0.0001160327,0.0001661843,0.000569926,0.0003598205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538979,"about_ca_system_score_gemma":0.0001946052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089092,"about_ca_topic_score_gemma":0.00002740549,"domain_scores_codex":[0.9987916,0.00002311588,0.000226229,0.0004186739,0.0002883396,0.0002520138],"domain_scores_gemma":[0.9988247,0.00004435112,0.0002203637,0.0005211182,0.000226829,0.000162648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002286051,0.000007194036,1.40225e-7,0.00005770467,0.00005960044,0.00005371895,0.00048742,7.16059e-8,0.000001550701,0.589432,0.4095627,0.0003150674],"study_design_scores_gemma":[0.0004404414,0.00007820266,0.00000122974,0.0001521533,0.0001494516,0.000006955589,0.0001736547,0.00001060601,0.000006857605,0.00003918534,0.9985141,0.0004272246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002698089,0.0002247609,0.00006593902,0.00002852893,0.001337059,0.000326625,0.0009918078,0.0001561326,0.9968421],"genre_scores_gemma":[0.001169203,0.00005247526,0.00001548674,0.0003095256,0.000816161,5.871827e-7,0.000370456,0.00004636563,0.9972197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5893928,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912147596661558,"score_gpt":0.1856556771206121,"score_spread":0.1465342011539965,"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."}}