{"id":"W6964555331","doi":"10.25916/sut.26227931","title":"Hangover resistance in a Canadian University student population","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Forest ecology and management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Resistance (ecology); Poison control; Alcohol intake; Heavy drinking; Binge drinking; Injury prevention; Cross-sectional study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001158214,0.0001429402,0.0002104733,0.001707041,0.0003333314,0.00001924702,0.0009177361,0.0003018314,0.002655177],"category_scores_gemma":[0.00008168976,0.0001752869,0.00007509076,0.002953734,0.0008261726,0.0003708896,0.0007447078,0.0006813799,0.0004361856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002584362,"about_ca_system_score_gemma":0.0001692917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2432376,"about_ca_topic_score_gemma":0.8416184,"domain_scores_codex":[0.9978964,0.0001174808,0.0001503385,0.0005720723,0.000467711,0.0007960382],"domain_scores_gemma":[0.9992109,0.00006535918,0.00003797868,0.0004608371,0.00003579326,0.0001891399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002044995,0.0003316465,0.6493772,0.0001243612,0.000158757,0.004260466,0.00154243,0.000493085,0.0005644824,0.2561021,0.07899239,0.00784859],"study_design_scores_gemma":[0.0005118066,0.000111774,0.5255262,0.0001226564,0.00002061352,0.00000340885,0.0018962,0.0002774346,0.00006666374,0.0133628,0.4578919,0.0002085169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907682,0.0004245098,0.0001085819,0.008571388,0.0001199023,0.0006023307,0.00002088939,0.0001687007,0.0823017],"genre_scores_gemma":[0.9768891,0.0002365602,0.0006474665,0.00001646124,0.000009474376,6.91839e-7,0.00001014666,0.00001087987,0.02217926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5983807,"threshold_uncertainty_score":0.9982565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095916054153407,"score_gpt":0.255441108024477,"score_spread":0.2444819474829429,"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."}}