{"id":"W4238618824","doi":"10.1007/978-1-4419-9917-7_100376","title":"Ramus, Petrus","year":2014,"lang":"en","type":"book-chapter","venue":"Biographical Encyclopedia of Astronomers","topic":"Historical, Literary, and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000472617,0.0006908259,0.0004911836,0.001061471,0.003048645,0.003691887,0.0006545001,0.00130635,0.07364043],"category_scores_gemma":[0.001570459,0.0003776615,0.0001987087,0.0008244374,0.001927998,0.003552563,0.002457675,0.003434196,0.0603949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200083,"about_ca_system_score_gemma":0.001356289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581217,"about_ca_topic_score_gemma":0.01105818,"domain_scores_codex":[0.9995946,0.00007546291,0.00001259545,0.0001242974,0.0001474588,0.00004564085],"domain_scores_gemma":[0.9997534,0.00004856274,0.00001191282,0.00003251523,0.00008928766,0.00006428095],"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":[0.00002955336,0.00001628704,0.0001345885,0.00008886676,0.000002942202,0.0001033548,0.001933744,0.00008804378,0.0003264414,0.1276576,0.7623626,0.107256],"study_design_scores_gemma":[0.000001195279,0.000002857939,0.00007440712,0.00003788392,6.980403e-7,0.0000512896,0.0002400875,0.0000168382,0.00004922651,0.003113603,0.99641,0.000002050674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002054679,0.05710914,0.0019372,0.0320906,0.01371121,0.00002682693,0.0002330099,0.0004136368,0.8924235],"genre_scores_gemma":[0.01054983,0.007632302,0.0007151742,0.003512795,0.0008476253,0.00002057417,0.00007256421,0.0002700001,0.9763792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07364043,"threshold_uncertainty_score":0.2463518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127417573675755,"score_gpt":0.1833198324999355,"score_spread":0.17057807513236,"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."}}