{"id":"W1969899545","doi":"10.2139/ssrn.758269","title":"A Simple Model of Brain Circulation","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Simple (philosophy); Circulation (fluid dynamics); Computer science; Physics; Mechanics; Philosophy; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009528124,0.00008921966,0.0002172216,0.00009896066,0.0000668232,0.000007336413,0.00006397237,0.0000627396,0.00002276448],"category_scores_gemma":[0.00006702153,0.00007981764,0.0001680491,0.0001364754,0.00001924597,0.0001058022,0.00001046654,0.0008226829,0.0000111051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007332843,"about_ca_system_score_gemma":0.001339428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006405194,"about_ca_topic_score_gemma":0.00003045751,"domain_scores_codex":[0.9984159,0.000035821,0.0002586826,0.0001011899,0.0002446561,0.0009436753],"domain_scores_gemma":[0.9995447,0.00002338906,0.0001517703,0.0001148634,0.00009221968,0.00007303148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008863805,0.0009818308,0.05491525,0.00008070831,0.002138729,0.00001214004,0.002940764,0.07826172,0.1805314,0.4102323,0.001748294,0.2672705],"study_design_scores_gemma":[0.01139499,0.001388965,0.0228877,0.0001264437,0.0006945098,0.001841132,0.002944878,0.1383239,0.003615839,0.811287,0.004816781,0.0006778073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723525,0.00127147,0.02062964,0.002176344,0.00002717867,0.0001095015,0.000003927678,0.00002635578,0.003403076],"genre_scores_gemma":[0.9980696,0.0003109222,0.0001663182,0.0002621102,0.0003540701,0.000001684603,0.000007209189,0.00001648611,0.0008116337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4010547,"threshold_uncertainty_score":0.3574193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071115816000761,"score_gpt":0.2499577886653268,"score_spread":0.2392466305053192,"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."}}