{"id":"W42059427","doi":"","title":"Evaluation of a Rule-Based Decision Aid for Recreational Travelers in Avalanche Terrain","year":2006,"lang":"en","type":"article","venue":"","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terrain; Planner; Recreation; Computer science; Poison control; Operations research; Risk analysis (engineering); Geography; Business; Engineering; Artificial intelligence; Medical emergency; Political science; Cartography; Medicine","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":[0.001069592,0.00005731477,0.0001302292,0.0001120035,0.00001390057,0.000003203444,0.00002868769,0.00004396367,0.0006408076],"category_scores_gemma":[0.00007140888,0.00004466105,0.00005325509,0.00008613843,0.00002133301,0.00003837303,0.000003081071,0.00003671689,0.000002207747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007549254,"about_ca_system_score_gemma":0.0001843752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001484382,"about_ca_topic_score_gemma":0.0001988427,"domain_scores_codex":[0.9991363,0.00001227245,0.0002719535,0.0001065164,0.0003842886,0.0000887228],"domain_scores_gemma":[0.9995561,0.00005827027,0.00005757568,0.0001074783,0.0002012999,0.00001924483],"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":[0.004824907,0.0009141817,0.4599439,0.0002228844,0.00005014042,0.0000029032,0.0005421324,0.007643759,0.006128923,0.001575138,0.02565503,0.4924961],"study_design_scores_gemma":[0.01119374,0.0004318417,0.7518807,0.0004013045,0.000120912,0.000004826648,0.0001133643,0.2033872,0.01807863,0.003127101,0.01113233,0.0001281031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742942,0.00005907486,0.01279173,0.0004350374,0.00007448802,0.0004936137,0.00001059966,0.000009756674,0.01183144],"genre_scores_gemma":[0.9798824,0.000001930319,0.01913405,0.0001341172,0.000090573,0.00004820928,0.0001154672,0.0000064758,0.0005867901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.492368,"threshold_uncertainty_score":0.7016394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041840649791221,"score_gpt":0.3304894668548408,"score_spread":0.3000710603569286,"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."}}