{"id":"W6926526123","doi":"10.25316/ir-355","title":"Public participation and municipal strengthening in northern Peru","year":2001,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Public participation; Community participation; Public involvement; Government (linguistics); Funding Agency; International development","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":[],"consensus_categories":[],"category_scores_codex":[0.00008184979,0.0000954367,0.0001195952,0.00004890937,0.0001798895,0.00002557937,0.0001145707,0.00008695054,0.0002367684],"category_scores_gemma":[0.00001906483,0.00004966652,0.00002800152,0.0004014692,0.00005275261,0.0002799387,0.00006716888,0.0001047866,0.00001694601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000508928,"about_ca_system_score_gemma":0.000009263175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007411237,"about_ca_topic_score_gemma":0.3078428,"domain_scores_codex":[0.9993067,0.00007255121,0.00007433169,0.0002030224,0.00006170239,0.0002816687],"domain_scores_gemma":[0.9997349,0.00007255657,0.00004665406,0.00004006843,0.00003016112,0.00007569991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002939666,0.0003905057,0.8914905,0.00001434007,0.00005085697,0.0003317178,0.002388918,0.0002730321,0.001863779,0.001920897,0.004564179,0.09641737],"study_design_scores_gemma":[0.001092528,0.0003130697,0.1225553,0.00001747002,0.00002235231,0.000005806675,0.008364615,0.00303119,0.00005006411,0.0001925126,0.863955,0.0004001591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561694,0.00002571238,0.000007787971,0.0007065625,0.00009023194,0.00008105642,0.000004613099,0.00003018729,0.04288448],"genre_scores_gemma":[0.9957847,0.0001024517,0.00001631258,0.00006687364,0.00004885918,8.791611e-7,0.000001691925,6.586823e-7,0.003977562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8593907,"threshold_uncertainty_score":0.7047873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281933853358943,"score_gpt":0.1953348487401356,"score_spread":0.1671414634042413,"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."}}