{"id":"W3136201440","doi":"10.3390/su13063578","title":"Choices We Make in Times of Crisis","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Action (physics); Irrational number; Constructive; Bridging (networking); Archetype; Political science; Management science; Public relations; Computer science; Economics; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01260991,0.000673676,0.0006582017,0.001930339,0.009419826,0.01527938,0.001808752,0.006645131,0.006333049],"category_scores_gemma":[0.02169754,0.0006283392,0.0007456569,0.001519556,0.03889627,0.02152924,0.009879618,0.006641403,0.0008987058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470356,"about_ca_system_score_gemma":0.003314755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003811951,"about_ca_topic_score_gemma":0.003143588,"domain_scores_codex":[0.9855258,0.01027376,0.0003501377,0.001112195,0.001382892,0.001355279],"domain_scores_gemma":[0.9926934,0.003579904,0.001001746,0.0005265569,0.0008345774,0.001363865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007804437,0.00003429856,0.003527676,0.00009485431,0.00004776234,0.0007594451,0.210029,0.001500882,0.0005337647,0.7637942,0.008496728,0.01110334],"study_design_scores_gemma":[0.00002017667,0.00002280763,0.001232015,0.0001340441,0.00001275992,0.0002628515,0.1820844,0.001376401,0.0001714263,0.7187368,0.09588259,0.00006384595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2851024,0.005476175,0.08000685,0.2382645,0.00164587,0.0001969368,0.000315981,0.0001799356,0.3888113],"genre_scores_gemma":[0.9826652,0.001053874,0.006772982,0.003800538,0.0001308208,0.0001030298,0.00007767799,0.00006111918,0.005334801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01527938,"threshold_uncertainty_score":0.06668842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955042406563856,"score_gpt":0.4562524748942707,"score_spread":0.2607482342378852,"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."}}