{"id":"W59593257","doi":"","title":"Analysing 8 Years of Youth Avalanche Education","year":2014,"lang":"en","type":"article","venue":"International Snow Science Workshop 2014 Proceedings, Banff, Canada","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Psychology; Political science; Medical education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033056,0.0003102628,0.000495174,0.005387493,0.001487948,0.001289739,0.0008044887,0.0005437174,0.007593322],"category_scores_gemma":[0.00655753,0.0002787484,0.0009379659,0.004930727,0.0003675055,0.001177627,0.001720604,0.001037446,0.001081023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031036,"about_ca_system_score_gemma":0.005787625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2269278,"about_ca_topic_score_gemma":0.2707509,"domain_scores_codex":[0.9982172,0.0002726847,0.0001555475,0.0001795879,0.0004722171,0.0007028476],"domain_scores_gemma":[0.9940283,0.0007674082,0.001031578,0.0002413116,0.00291678,0.001014569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003665155,0.0004113935,0.898699,0.0004419679,0.00009339813,0.00062918,0.02055288,0.0002804129,0.0002221369,0.0007808452,0.006782955,0.07073944],"study_design_scores_gemma":[0.000006272988,0.0001319387,0.9701006,0.0002441448,0.00004075371,0.0001594431,0.01710404,0.00009525934,0.0001096427,0.0001289664,0.01186651,0.0000125072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766442,0.001665035,0.000514059,0.0006418948,0.00007109676,0.0002930017,0.009527781,0.00004085774,0.010602],"genre_scores_gemma":[0.9818897,0.001575273,0.0006378717,0.0002653667,0.00004959478,0.0003942808,0.007568895,0.00001955067,0.007599425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7730722,"threshold_uncertainty_score":0.4512138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079924642404621,"score_gpt":0.2786845139647792,"score_spread":0.267885267540733,"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."}}