{"id":"W2753780237","doi":"10.1111/dpr.12333","title":"Participatory shaping of community futures in e‐waste processing hubs: Complexity, conflict and stewarded convergence in a Palestinian context","year":2017,"lang":"en","type":"article","venue":"Development Policy Review","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Livelihood; Futures contract; Context (archaeology); Citizen journalism; Participatory development; Political science; Status quo; Environmental planning; Business; Geography; Agriculture","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":[],"consensus_categories":[],"category_scores_codex":[0.001647992,0.000168743,0.0004334502,0.0000821985,0.0002889997,0.00004637291,0.0005032452,0.00004295494,0.00004265466],"category_scores_gemma":[0.0002629426,0.0001560538,0.00002677155,0.0001556665,0.0004238773,0.0001974072,0.0005999854,0.0002067975,0.00000970339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009610036,"about_ca_system_score_gemma":0.0000439033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192927,"about_ca_topic_score_gemma":0.003469493,"domain_scores_codex":[0.9984983,0.0002381557,0.0006020164,0.0001883368,0.0001967771,0.000276407],"domain_scores_gemma":[0.9991074,0.00003788061,0.0003761802,0.000396642,0.00001044323,0.00007150782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001102126,0.0001330077,0.3693976,0.003852932,0.00001099459,0.000006619905,0.007801065,0.000008213688,0.0002339048,0.0002766922,0.0004130778,0.6178549],"study_design_scores_gemma":[0.0004296113,0.00003088026,0.9706442,0.008663002,0.00001134551,0.000002883805,0.0008009032,0.0001626043,0.0007721075,0.0002444834,0.01794598,0.0002920084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988959,0.006005255,0.00003195451,0.00078058,0.00001962104,0.0006218243,0.000001624669,0.00002961613,0.003550526],"genre_scores_gemma":[0.9887373,0.009086641,0.001038651,0.0009990928,0.000008891054,0.00007190876,0.000003252721,0.000009719417,0.00004453163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6175629,"threshold_uncertainty_score":0.6363691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642877566215108,"score_gpt":0.3993550110500115,"score_spread":0.1350672544285008,"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."}}