{"id":"W7115030927","doi":"","title":"A Theoretical and Observational Study of Quintessence","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Research Manitoba; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Quintessence; Observational study; Observational cosmology; Term (time); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199407,0.0002011771,0.0002849792,0.0008362214,0.001737257,0.001563961,0.0005830567,0.0009467884,0.004458508],"category_scores_gemma":[0.003090027,0.0001416079,0.0001887085,0.0007729016,0.009014804,0.002484825,0.001052168,0.001854737,0.0002910613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076241,"about_ca_system_score_gemma":0.00123849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053716,"about_ca_topic_score_gemma":0.003114837,"domain_scores_codex":[0.9995499,0.0002113062,0.00001007017,0.00008670667,0.00009475593,0.0000471864],"domain_scores_gemma":[0.9985049,0.0009206042,0.0001520068,0.000146473,0.0001698687,0.0001061597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002700674,0.000006500321,0.0002280257,0.0000162159,0.000001787263,0.00002378258,0.0007949544,0.0001716453,0.00007534952,0.9950683,0.0008839101,0.002726848],"study_design_scores_gemma":[0.000006220569,0.00001198522,0.001335463,0.00005891721,0.000004094133,0.00007550258,0.0009534599,0.00143213,0.0001514117,0.9691767,0.02678652,0.000007561943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2362164,0.02794077,0.02194905,0.1168589,0.0005906317,0.00004189626,0.0001915755,0.00005328201,0.5961575],"genre_scores_gemma":[0.9728314,0.007217722,0.002703334,0.001532506,0.0003300909,0.00003419847,0.00003288157,0.00001472604,0.0153032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004458508,"threshold_uncertainty_score":0.01506424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228678619474724,"score_gpt":0.3043712231232801,"score_spread":0.2720844369285329,"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."}}