{"id":"W7061006729","doi":"","title":"Participatory to the End: Planning and Implementation of a Participatory Evaluation Strategy","year":2012,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory GIS; Stakeholder; Participatory evaluation; Citizen journalism; Participatory planning; Context (archaeology); Stakeholder engagement; Participatory action research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2493447,0.001304389,0.001179469,0.006088434,0.01225585,0.01456978,0.004000229,0.004241849,0.01109664],"category_scores_gemma":[0.1485085,0.001259641,0.001681261,0.004631716,0.01217471,0.01272346,0.01440098,0.004986172,0.002164421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02093006,"about_ca_system_score_gemma":0.1266374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007741415,"about_ca_topic_score_gemma":0.01231685,"domain_scores_codex":[0.722806,0.2397032,0.008199877,0.006245414,0.01695376,0.006091763],"domain_scores_gemma":[0.8648265,0.08632906,0.006152096,0.01175483,0.02272898,0.0082085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003464926,0.001248242,0.004044089,0.003061383,0.0001339111,0.001069248,0.09430892,0.008452822,0.002125689,0.4740185,0.01770967,0.3934811],"study_design_scores_gemma":[0.0006828685,0.00197269,0.005814593,0.007328853,0.0001684066,0.0004740045,0.1308621,0.01403615,0.006200899,0.4039542,0.4281725,0.0003326935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02417991,0.00088942,0.6853974,0.02496363,0.0005591321,0.09545275,0.0005050311,0.0006024988,0.1674502],"genre_scores_gemma":[0.1657141,0.0005888731,0.7619469,0.001819087,0.00006582878,0.0580322,0.0002813757,0.000167823,0.01138378],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2493447,"threshold_uncertainty_score":0.9256916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834066790357949,"score_gpt":0.2389624439828499,"score_spread":0.2006217760792705,"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."}}