{"id":"W4399779433","doi":"10.1111/cag.12938","title":"The role of perceived powerlessness and other barriers to climate action","year":2024,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Action (physics); Political science; Social psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001664596,0.000223469,0.000311066,0.0008028834,0.002401772,0.001878535,0.0006282213,0.0005295663,0.003750406],"category_scores_gemma":[0.008586577,0.0001889313,0.0002994801,0.0006008502,0.002492709,0.0004171133,0.0008533879,0.001040364,0.00008404395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373725,"about_ca_system_score_gemma":0.007081785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5357326,"about_ca_topic_score_gemma":0.6894989,"domain_scores_codex":[0.9986466,0.0003103072,0.0000473428,0.0001013508,0.0004714004,0.0004229481],"domain_scores_gemma":[0.9938833,0.001568889,0.001687666,0.000214227,0.0009621353,0.001683907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007323202,0.0001702215,0.9600151,0.00005291442,0.00006566773,0.0001233107,0.02805671,0.00009823743,0.0003964984,0.0008393414,0.0004938174,0.009615056],"study_design_scores_gemma":[0.000005481564,0.00004072288,0.9718651,0.00003765457,0.00001606796,0.00004627927,0.02659972,0.000229674,0.00004475806,0.0002237075,0.0008787687,0.0000121527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969316,0.0001184683,0.0000670417,0.0004390143,0.000008244505,0.00001195816,0.00002995415,0.000001697421,0.002392098],"genre_scores_gemma":[0.9996768,0.00004577971,0.00002981443,0.00003115641,0.000001756293,0.000002444556,0.00001262478,5.870236e-7,0.0001989629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4642674,"threshold_uncertainty_score":0.9340031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462272239856829,"score_gpt":0.3135747640619579,"score_spread":0.2589520416633896,"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."}}