{"id":"W2912550921","doi":"10.25904/1912/2623","title":"Future climate narratives: knowledge informing climate change adaptation","year":2018,"lang":"en","type":"dissertation","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Griffith University; Simon Fraser University; Commonwealth Scientific and Industrial Research Organisation; Pacific Institute for Climate Solutions","keywords":"Climate change; Vulnerability (computing); Adaptation (eye); Thematic analysis; Narrative; Environmental resource management; Political economy of climate change; Agency (philosophy); Typology; Political science; Geography; Public relations; Environmental planning; Sociology; Psychology; Qualitative research; Social science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01242752,0.00057446,0.0003715662,0.003114244,0.01132547,0.009270987,0.001605039,0.002079187,0.003585033],"category_scores_gemma":[0.01741545,0.0004433163,0.0005986072,0.003529315,0.0187253,0.01399553,0.01004122,0.002741449,0.000394269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01204483,"about_ca_system_score_gemma":0.01728122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06021446,"about_ca_topic_score_gemma":0.08856521,"domain_scores_codex":[0.9920422,0.005491068,0.0003201624,0.0004004523,0.00100706,0.0007390585],"domain_scores_gemma":[0.9826293,0.0114213,0.001839686,0.0009975632,0.001697539,0.001414631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000121514,0.000006224604,0.002018301,0.0001414362,0.000004539141,0.0005295848,0.9599513,0.0001232329,0.0002137462,0.02742362,0.001334751,0.008241069],"study_design_scores_gemma":[0.000002793192,0.000009265157,0.002082496,0.0005636404,0.00001042863,0.0004519193,0.8520731,0.0003510761,0.0003139264,0.02127113,0.1228451,0.00002511738],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6219561,0.01143592,0.05104681,0.05072026,0.0009110775,0.0005983058,0.0009915491,0.0001300187,0.2622101],"genre_scores_gemma":[0.9823456,0.003126473,0.007925705,0.0007514291,0.00005669088,0.0001175075,0.000174711,0.00004195928,0.005459919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06021446,"threshold_uncertainty_score":0.119728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6449913400659149,"score_gpt":0.5335172892774593,"score_spread":0.1114740507884555,"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."}}