{"id":"W2612356125","doi":"","title":"The Calorific Requirements of a Human Theme Park","year":2017,"lang":"en","type":"article","venue":"Journal of Interdisciplinary Science Topics","topic":"Adventure Sports and Sensation Seeking","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Roller coaster; Theme park; Energy requirement; Theme (computing); Energy (signal processing); Engineering; Architectural engineering; Environmental science; Mechanical engineering; Geography; Computer science; Mathematics; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001463681,0.00007195618,0.0001572215,0.00008908844,0.001466916,0.0001240881,0.001156633,0.00003253361,0.0000996197],"category_scores_gemma":[0.0000888126,0.00004088559,0.0001094593,0.00007320711,0.0008829829,0.0003607959,0.0003232993,0.0001852201,0.000004895561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004263511,"about_ca_system_score_gemma":0.00006402001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005941866,"about_ca_topic_score_gemma":0.0000125963,"domain_scores_codex":[0.9987168,0.00002574396,0.0005247291,0.0001183745,0.0004207098,0.0001936964],"domain_scores_gemma":[0.9978764,0.00002965089,0.001174478,0.0005636477,0.0002865315,0.0000693016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000668748,0.000998346,0.1946608,0.0000507326,0.0003984513,0.0007375375,0.1310611,0.00004166878,0.06167021,0.2907075,0.01968764,0.2993174],"study_design_scores_gemma":[0.0007883061,0.001019882,0.9295363,0.0001980548,0.00003863468,0.0001937108,0.01921829,0.00008131185,0.001441574,0.03555847,0.01173689,0.0001885624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583891,0.00008975096,0.0003350792,0.002788992,0.003400112,0.00006144851,8.458856e-7,0.000002935026,0.03493176],"genre_scores_gemma":[0.9963933,0.000004772966,0.0001130171,0.00002800777,0.0004214641,6.4611e-7,1.232571e-7,0.00000406083,0.003034625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7348756,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963182078489612,"score_gpt":0.4304357601338922,"score_spread":0.3608039393489961,"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."}}