{"id":"W4246165239","doi":"10.31235/osf.io/hy9wt","title":"“There’s Always Winners and Losers”: Traditional Masculinity, Resource Dependence, and Post-Disaster Environmental Complacency","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Environmentalism; Flood myth; Blame; Climate change; Reflexivity; Political science; Sociology; Geography; Psychology; Social science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006045619,0.0001973845,0.0001977612,0.00008308909,0.0006565443,0.0001935924,0.0003358462,0.0003165759,0.008995501],"category_scores_gemma":[0.00003109602,0.000195963,0.00006814036,0.00004021742,0.00111079,0.0001439234,0.000622372,0.0003532967,0.0001152725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246,"about_ca_system_score_gemma":0.00004953344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009387058,"about_ca_topic_score_gemma":0.004165187,"domain_scores_codex":[0.9983853,0.0003769349,0.0002257132,0.0004007635,0.0003869117,0.0002243742],"domain_scores_gemma":[0.9991623,0.0001625081,0.0001165816,0.0003331278,0.00002811035,0.0001974352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000520881,0.001511173,0.07604265,0.000548725,0.0004364764,0.00002021878,0.7495925,0.00001974422,0.001711718,0.04176739,0.05978751,0.06804101],"study_design_scores_gemma":[0.001904403,0.0003326382,0.2534903,0.0004347582,0.0002131933,0.00004987633,0.3645847,0.001047524,0.00002041341,0.02830437,0.3476062,0.002011666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8107094,0.0003953503,0.00005295759,0.005929181,0.0002078412,0.000434085,0.0003008324,0.00007872597,0.1818916],"genre_scores_gemma":[0.986855,0.007547861,0.0007536177,0.0009882447,0.0004139424,0.00002543619,0.0007229934,0.00001979958,0.002673096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3850078,"threshold_uncertainty_score":0.9919104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3346186054435363,"score_gpt":0.3734189459996799,"score_spread":0.03880034055614356,"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."}}