{"id":"W2746308698","doi":"10.1177/1086026617723767","title":"Collaborative Civil Society Organizations and Sustainable Cities: The Role of “Mobilizing Leadership” in Building the Integral Commons","year":2017,"lang":"en","type":"article","venue":"Organization & Environment","topic":"Community Health and Development","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"","keywords":"Civil society; Sustainability; Commons; Public relations; Context (archaeology); Sociology; Collaborative leadership; Political science; Social sustainability; Environmental ethics; Politics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001108125,0.0001263134,0.0001705959,0.00003805122,0.004895246,0.00004172141,0.0003792826,0.0001022481,0.0004232958],"category_scores_gemma":[0.0007805588,0.00008602881,0.00001461848,0.0003552733,0.0003892103,0.0001668238,0.0006479273,0.0004710366,0.00001408953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015034,"about_ca_system_score_gemma":0.0004272494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007027718,"about_ca_topic_score_gemma":0.0006955847,"domain_scores_codex":[0.9984303,0.0004289564,0.000385864,0.000157493,0.0001887984,0.0004085651],"domain_scores_gemma":[0.9983113,0.0005218328,0.0003372389,0.0005995556,0.000164526,0.00006556981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001372913,0.0001190744,0.7061431,0.0002480079,0.00003795324,9.212678e-7,0.2333881,0.0002305989,0.001093042,0.05574332,0.002279896,0.0007023099],"study_design_scores_gemma":[0.0006288107,0.00003139588,0.2808747,0.0001531147,0.00002181909,0.000001147944,0.668231,0.0003141855,0.0007256127,0.002087063,0.04677733,0.0001538374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499657,0.001271464,0.003316631,0.03707961,0.0002048651,0.003189338,0.00002693821,0.00006132003,0.004884135],"genre_scores_gemma":[0.9968047,0.0006377784,0.0004463386,0.0009416644,0.00003627765,0.00006591321,0.00002026972,0.00002714085,0.001019904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348429,"threshold_uncertainty_score":0.9964002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845032519544563,"score_gpt":0.3140785501155886,"score_spread":0.275628224920143,"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."}}