{"id":"W7154681027","doi":"10.7413/stpol063","title":"La funzione espressiva dei beni comuni urbani","year":2025,"lang":"it","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commons; Ideology; Politics; Action (physics); Collective action; Capitalism; House of Commons; Neoliberalism (international relations)","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002649144,0.0002836239,0.0005884092,0.0004810523,0.003099419,0.00006434544,0.001646519,0.0002862739,0.0009130557],"category_scores_gemma":[0.0007794399,0.0003175318,0.0002223769,0.002219767,0.006002607,0.000431821,0.001951019,0.001133343,0.0006364684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345124,"about_ca_system_score_gemma":0.0004661978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0342504,"about_ca_topic_score_gemma":0.002036423,"domain_scores_codex":[0.9946385,0.001543051,0.0003143963,0.0009322582,0.001528247,0.001043521],"domain_scores_gemma":[0.9976311,0.0007363249,0.0001592116,0.0007729235,0.0003590745,0.0003414144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008014281,0.003152018,0.02182334,0.0007746025,0.0009721529,0.0004164625,0.1097433,0.00008597984,0.005352151,0.01319733,0.7801613,0.06351992],"study_design_scores_gemma":[0.0006741839,0.0001853932,0.01883946,0.0001915745,0.00006671937,0.000001512028,0.02677471,0.00001076345,0.000422436,0.0006835227,0.9518592,0.0002905398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798327,0.02597712,0.0003075897,0.03391155,0.001412448,0.002505578,0.0005517902,0.0002052311,0.355296],"genre_scores_gemma":[0.8625466,0.005957089,0.0002172986,0.0000310767,0.000140431,0.000001883793,0.00003995162,0.00001533129,0.1310503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.282714,"threshold_uncertainty_score":0.9999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522793763228362,"score_gpt":0.3100711052853358,"score_spread":0.2648431676530522,"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."}}