{"id":"W4414105678","doi":"10.1017/9781009604987.016","title":"On the Cosmos","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cosmos (plant); Set (abstract data type); Context (archaeology); Conjunction (astronomy); Relation (database)","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":[0.0003113407,0.0004416702,0.0002746434,0.00113996,0.0008928116,0.002156688,0.0003684521,0.0005689776,0.07238621],"category_scores_gemma":[0.0004747907,0.0001560566,0.0001915439,0.001217429,0.001248765,0.00169164,0.001003974,0.001199007,0.02003229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316936,"about_ca_system_score_gemma":0.0006921827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004646515,"about_ca_topic_score_gemma":0.006872759,"domain_scores_codex":[0.9998535,0.00003331994,0.000005557991,0.00002591428,0.00006627056,0.00001542265],"domain_scores_gemma":[0.9998925,0.00002477233,0.000005241644,0.00002108874,0.00003581699,0.00002068979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001606996,0.000008600385,0.00007575658,0.0001732827,0.000003183275,0.00006181325,0.0004679004,0.0001727391,0.000188152,0.2199985,0.7025824,0.07625163],"study_design_scores_gemma":[0.000001110328,0.000002762904,0.0001141596,0.00007909424,6.381297e-7,0.00002677118,0.00007562968,0.00001668378,0.00003106161,0.01112147,0.9885293,0.000001334596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001318813,0.07112419,0.0008653653,0.008698088,0.003540921,0.00001394346,0.0004156785,0.0001718491,0.9138511],"genre_scores_gemma":[0.02909267,0.04221418,0.0006817235,0.002865774,0.002893368,0.00002711976,0.0006125253,0.0002205066,0.9213921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07238621,"threshold_uncertainty_score":0.242156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285199922155026,"score_gpt":0.1707318964220154,"score_spread":0.1378798972004651,"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."}}