{"id":"W149013789","doi":"","title":"THROTTLE DECISIONS AN EXAMPLE OF FURTHERING AVALANCHE AWARENESS IN THE MOUNTAIN SNOWMOBILE COMMUNITY THROUGH USE OF SOCIAL COMPARISON","year":2014,"lang":"en","type":"article","venue":"International Snow Science Workshop 2014 Proceedings, Banff, Canada","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Premise; Social psychology; Psychology; Poison control; Public relations; Suicide prevention; Political science; Medicine; Environmental health","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":[0.002917222,0.0001355068,0.0002300374,0.0001342008,0.0009847782,0.0002809069,0.002494698,0.00005956131,0.00009539172],"category_scores_gemma":[0.00110696,0.0001092011,0.00004392232,0.0009275496,0.001332377,0.001344938,0.0002509041,0.000279864,0.000001668147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898165,"about_ca_system_score_gemma":0.00061181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7267355,"about_ca_topic_score_gemma":0.8305954,"domain_scores_codex":[0.9970815,0.0001495922,0.0004334267,0.0002921988,0.001655685,0.0003876283],"domain_scores_gemma":[0.9981272,0.0007622092,0.000327021,0.0002179047,0.000492948,0.00007267421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001153846,0.0008813281,0.2130208,0.00004634045,0.00004390646,0.000001803141,0.2459158,0.003238378,0.002458883,0.4878052,0.02828607,0.01818614],"study_design_scores_gemma":[0.001077989,0.0001627973,0.2477606,0.0004513233,0.00003957917,0.000002759447,0.4735745,0.01364895,0.001794626,0.01168974,0.248992,0.0008050841],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972339,0.00000980305,0.0009992622,0.001042728,0.0005083487,0.0002726249,0.000009466751,0.00001627202,0.02480247],"genre_scores_gemma":[0.9989486,0.00001295302,0.0004829779,0.000203826,0.0001240151,0.00002265834,0.000007027281,0.000007623597,0.0001902736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761154,"threshold_uncertainty_score":0.7574217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001060484512178,"score_gpt":0.3566243574745583,"score_spread":0.2565183090233405,"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."}}