{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008804935,0.0001157168,0.0002134599,0.0002961237,0.0001010193,0.0000934285,0.0004428737,0.0000449025,0.000289379],"category_scores_gemma":[0.001598548,0.0001116005,0.00005669402,0.0006627046,0.000204572,0.0003089797,0.00006387661,0.0001567158,0.000007458158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005506215,"about_ca_system_score_gemma":0.005267216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08716011,"about_ca_topic_score_gemma":0.01322201,"domain_scores_codex":[0.9977195,0.000007209089,0.0003524233,0.0003668795,0.001231134,0.0003228787],"domain_scores_gemma":[0.9981881,0.00006748021,0.0002342587,0.0001645652,0.0009316392,0.0004139852],"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":[0.0002351661,0.000675692,0.1648069,0.0002579227,0.0001862918,0.000005928782,0.002472064,0.0002019946,0.002761794,0.05535268,0.1410781,0.6319655],"study_design_scores_gemma":[0.003137303,0.0003861911,0.5665938,0.002656277,0.0004650567,0.0001471934,0.02655711,0.04044084,0.003579552,0.002395806,0.352264,0.00137695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120818,0.000073379,0.0003731176,0.005447613,0.001660385,0.0002021164,0.00001762177,0.00002959844,0.08011439],"genre_scores_gemma":[0.9959421,0.00001684766,0.000828334,0.001593594,0.0004954599,0.000006594139,0.00003307009,0.00001164517,0.00107236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6305885,"threshold_uncertainty_score":0.9343815,"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."}}