{"id":"W4412161193","doi":"10.35483/acsa.am.113.82","title":"Parks in Action - Community Climate Action Hubs","year":2025,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009066956,0.00004870153,0.00008008879,0.0001290172,0.0009924754,0.00008100882,0.00008667862,0.00006642154,0.0001354795],"category_scores_gemma":[0.0002556196,0.00004871684,0.00001852785,0.0008649875,0.0001115416,0.0003541493,0.00003484869,0.0002088065,0.000007651072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278817,"about_ca_system_score_gemma":0.0002347559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01124272,"about_ca_topic_score_gemma":0.09848334,"domain_scores_codex":[0.9986978,0.0008444512,0.0001036989,0.00007184118,0.00009075298,0.0001914965],"domain_scores_gemma":[0.9995348,0.0002009775,0.00003063815,0.00009170858,0.0001210544,0.00002083115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002901553,0.0006537446,0.1240925,0.0001848189,0.0000415365,0.000009125437,0.09833963,0.0001524031,0.0007598561,0.6716563,0.005542604,0.0982774],"study_design_scores_gemma":[0.0004125622,0.00004647661,0.1223461,0.00004735669,0.0000088087,6.72296e-8,0.6591378,0.0001648521,0.0008136253,0.01479486,0.2020782,0.0001492135],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.541112,0.00001681992,0.0003885561,0.001360911,0.0001880551,0.0001273051,9.217665e-7,0.00006446821,0.456741],"genre_scores_gemma":[0.9939985,0.0002208476,0.00006079423,0.0002618239,0.00002747706,0.00001473375,0.000002838275,0.000002101119,0.005410935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6568614,"threshold_uncertainty_score":0.9953415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08522526012848355,"score_gpt":0.4398015515449686,"score_spread":0.3545762914164851,"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."}}