{"id":"W4402474965","doi":"10.1080/21594937.2024.2388968","title":"Gold medal water rescue","year":2024,"lang":"en","type":"article","venue":"International Journal of Play","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medal; Gold medal; Forensic engineering; Engineering; Environmental science; Aeronautics; History; Archaeology; Art history","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":[],"consensus_categories":[],"category_scores_codex":[0.0004344276,0.00005659777,0.0001288011,0.0002019721,0.000008824605,0.00003481697,0.0001003605,0.00004380419,0.0005149447],"category_scores_gemma":[0.00009002113,0.00003290623,0.0001351085,0.00003721922,0.00001760949,0.00011481,0.00001858353,0.0002372244,0.000207813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103662,"about_ca_system_score_gemma":0.0001631788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001867053,"about_ca_topic_score_gemma":0.000003566298,"domain_scores_codex":[0.9989275,0.00001585572,0.0003354808,0.00006457022,0.0005098119,0.0001467933],"domain_scores_gemma":[0.9994283,0.00006211398,0.00002831543,0.00004530908,0.0002757176,0.0001602949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003524505,0.0004587748,0.0202012,0.0003013346,0.001851561,0.04300432,0.002037692,0.0001086216,0.0414933,0.01243682,0.7267528,0.1478291],"study_design_scores_gemma":[0.0007824201,0.0002122648,0.008670351,0.0006359894,0.00004771588,0.007418956,0.00005640184,0.0003236092,0.007079967,0.001003482,0.9736931,0.00007578205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539499,0.001403278,0.0003886819,0.02456986,0.008771673,0.00004927267,0.00001528309,0.00002350641,0.01082854],"genre_scores_gemma":[0.9937736,0.0001177869,0.000312036,0.001611404,0.001678404,5.487458e-7,0.000008543674,0.000007533365,0.002490113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469403,"threshold_uncertainty_score":0.5638283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549881030916736,"score_gpt":0.3386518501630407,"score_spread":0.3231530398538733,"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."}}