{"id":"W2735208449","doi":"10.22230/cjnser.2017v8n1a262","title":"Think Like a Commoner: A Short Introduction to the Life of the Commons","year":2017,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Commoner; Commons; Strategist; Grassroots; Tragedy of the commons; Sociology; Narrative; Environmental ethics; Media studies; Social science; Political science; Politics; Law; Management; Economics; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001322594,0.00007703348,0.0001818022,0.0000232431,0.002520016,0.0002757845,0.0008460995,0.00007988222,0.00007224416],"category_scores_gemma":[0.000152506,0.00002248427,0.00008794833,0.0001275794,0.0003130644,0.0001384941,0.0001192677,0.0004158141,0.000006159184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007586476,"about_ca_system_score_gemma":0.0002696966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008466019,"about_ca_topic_score_gemma":0.217828,"domain_scores_codex":[0.9990136,0.0001587227,0.0002390126,0.000110778,0.0001820035,0.0002958607],"domain_scores_gemma":[0.9990345,0.00008208256,0.0001273687,0.00009043546,0.0003484627,0.0003171144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000110106,0.00004561791,0.3314897,0.00002455453,0.0002204723,0.00001676583,0.009923204,0.000006238531,0.0004397141,0.01836972,0.5498543,0.08949963],"study_design_scores_gemma":[0.00006867416,0.00009407902,0.7309785,0.00001262205,0.000008393523,0.00001269574,0.002861146,0.000002816322,0.00007741137,0.002184432,0.2636306,0.00006860062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8949615,0.0001327161,2.1011e-7,0.1028466,0.0002101984,0.0002210537,0.00001452725,0.000001313031,0.001611875],"genre_scores_gemma":[0.997453,0.00001411523,0.000007809144,0.0003512327,0.001628231,0.000004902254,0.000002271774,8.569689e-7,0.0005375209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3994889,"threshold_uncertainty_score":0.9987786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046594656625137,"score_gpt":0.2864631261418958,"score_spread":0.2159971795756445,"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."}}