{"id":"W2320696083","doi":"10.5751/es-05664-180404","title":"The Role of Information in Governing the Commons: Experimental Results","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Commons; Environmental resource management; Business; Political science; Geography; Environmental science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004182569,0.00003281524,0.00005900816,0.00000328144,0.0006959803,0.00002810277,0.00009388204,0.00004993751,0.00001419174],"category_scores_gemma":[0.00003858213,0.00002130303,0.00002730749,0.00003181225,0.0005466589,0.0002184872,0.00007354309,0.00007420588,0.0000146664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007034031,"about_ca_system_score_gemma":0.00002124838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003484874,"about_ca_topic_score_gemma":0.002295087,"domain_scores_codex":[0.9995984,0.00006639912,0.000140763,0.00004085225,0.00004076893,0.0001127749],"domain_scores_gemma":[0.9996201,0.0002291056,0.00007426084,0.00004963355,0.00001399394,0.00001286146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000218123,0.00006931314,0.2825956,0.000001705586,0.0000313413,6.315934e-8,0.6506578,0.000007970137,0.001004305,0.05421708,0.007772301,0.003620687],"study_design_scores_gemma":[0.0003598383,0.00004661494,0.2578,0.000002427651,0.000002396153,1.838033e-7,0.7160805,0.0001570705,0.001005169,0.001727064,0.02276176,0.00005691773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713457,0.0005529185,1.164407e-7,0.001547663,0.00007633203,0.0001734497,0.000002914423,0.000005463991,0.02629543],"genre_scores_gemma":[0.9994004,0.000255829,0.00003923207,0.0001560627,0.00001276342,0.00005066512,0.000001295633,9.844616e-7,0.00008272885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0654227,"threshold_uncertainty_score":0.5352988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123201010821372,"score_gpt":0.2813501980057475,"score_spread":0.2690300969236102,"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."}}