{"id":"W4415673753","doi":"10.29173/cais1970","title":"Sensemaking Theory for Community-Based Climate Action","year":2025,"lang":"","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensemaking; Action (physics); Relevance (law); Generative grammar; Climate change; Action research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01085922,0.0008585336,0.0008506699,0.004375622,0.005241628,0.009637943,0.003105931,0.002654323,0.008168686],"category_scores_gemma":[0.01323611,0.0004300819,0.001700941,0.003106108,0.03430071,0.01407238,0.006179273,0.003330201,0.0008677102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005516923,"about_ca_system_score_gemma":0.003993079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692307,"about_ca_topic_score_gemma":0.001806164,"domain_scores_codex":[0.9925971,0.004180001,0.0002675532,0.001153336,0.001219534,0.0005825543],"domain_scores_gemma":[0.9899861,0.006579294,0.0008695388,0.001104203,0.000830709,0.000630127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004825656,0.00001526209,0.0001939798,0.00005575745,0.000007018784,0.00005133924,0.006800949,0.0005386962,0.00007094727,0.9890832,0.0003334487,0.002844567],"study_design_scores_gemma":[0.0000097249,0.00001148201,0.0001760701,0.0000690853,0.000006670219,0.00005678603,0.004339405,0.001707577,0.00009471937,0.9813508,0.01216969,0.000008133653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04239172,0.003857493,0.4952855,0.02137649,0.0007469844,0.0004792331,0.0001627204,0.0001594767,0.4355404],"genre_scores_gemma":[0.9452425,0.001109383,0.04368248,0.001028548,0.0002254426,0.0005795493,0.0001001773,0.00005995961,0.00797186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01085922,"threshold_uncertainty_score":0.05742973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2587176543762453,"score_gpt":0.4086136591158817,"score_spread":0.1498960047396364,"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."}}