{"id":"W4292605236","doi":"10.1093/obo/9780199799558-0175","title":"John Tyndall","year":2022,"lang":"en","type":"reference-entry","venue":"","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Irish; Institution; History; Art history; Media studies; Sociology; Law; Political science; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001323332,0.0002224833,0.0002871234,0.0002634036,0.001038001,0.00007087509,0.0005638673,0.00009901564,0.3977842],"category_scores_gemma":[0.0000105351,0.0001783694,0.0001859222,0.00003444261,0.0004622484,0.0001807565,0.0001131525,0.0007271069,0.00218402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004046123,"about_ca_system_score_gemma":0.0002875301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005922086,"about_ca_topic_score_gemma":0.001536772,"domain_scores_codex":[0.9985777,0.00003492535,0.0002122866,0.000367256,0.0005333123,0.0002745157],"domain_scores_gemma":[0.9994324,0.00003368868,0.0001151118,0.0002755313,0.00005783228,0.00008539415],"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":[0.000003145467,0.00002093318,2.461629e-7,0.00003940877,0.00001097853,0.00001150958,0.004870979,4.486886e-8,5.198667e-8,0.03677874,0.9335698,0.02469413],"study_design_scores_gemma":[0.00005846149,0.00006126022,0.000001068808,0.00002602681,0.00002153321,0.000002176593,0.0009550905,9.206021e-7,1.717229e-7,0.0002924021,0.9982902,0.0002906682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000221437,0.01575861,2.981861e-7,0.0002001655,0.01149166,0.0001049279,0.000206142,0.0001493689,0.9720667],"genre_scores_gemma":[0.0001535698,0.008617008,0.00001921828,0.001119036,0.001985286,0.00002235408,0.0002979642,0.00002462903,0.987761],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3956001,"threshold_uncertainty_score":0.9985929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495449672108396,"score_gpt":0.2293680381134482,"score_spread":0.1798230709026086,"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."}}