{"id":"W4406979696","doi":"10.1177/10564926241303427","title":"Climate Action Research: What's Holding Us Back?","year":2025,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Action (physics); Political science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002512114,0.00009231381,0.0001406195,0.0001632926,0.000193892,0.0001931358,0.0003866531,0.00004928804,0.001315681],"category_scores_gemma":[0.00006570732,0.00008269688,0.00008662308,0.0005729853,0.000220723,0.00143408,0.000526734,0.0002772317,0.0002321558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702577,"about_ca_system_score_gemma":0.000007921925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001142802,"about_ca_topic_score_gemma":0.00001197704,"domain_scores_codex":[0.9983495,0.0001511452,0.0003393581,0.0001804913,0.0006091084,0.0003703601],"domain_scores_gemma":[0.9993672,0.00008894222,0.0002004449,0.0002404675,0.00004273262,0.00006019682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001320575,0.00144491,0.07341462,0.002332979,0.0003280933,0.0007880429,0.01306876,0.00917151,0.002716814,0.007255527,0.3113609,0.5767972],"study_design_scores_gemma":[0.001437978,0.000297585,0.2386182,0.001024748,0.00008975629,0.00002595285,0.162913,0.0002542404,0.001589567,0.01059414,0.5828633,0.0002914914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689758,0.0003475143,0.0002676403,0.002428669,0.001411481,0.0001897211,4.878057e-7,0.000009637814,0.02636909],"genre_scores_gemma":[0.9802425,0.01407987,0.0007468095,0.001023805,0.0002467896,0.00001034089,0.000001014171,0.00001276156,0.003636111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765058,"threshold_uncertainty_score":0.9995973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620553764196529,"score_gpt":0.3987922549829468,"score_spread":0.2367368785632939,"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."}}