{"id":"W3038879881","doi":"10.1080/02255189.2020.1776689","title":"Why do we know what we know about development? Knowledge production in Canadian academic-civil society research partnerships","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"International Development Research Centre","keywords":"Variety (cybernetics); Power (physics); Knowledge production; Civil society; Production (economics); Sociology; Politics; Political science; Control (management); Public relations; Social science; Knowledge management; Management; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03382029,0.0007670157,0.001621069,0.007413624,0.02933237,0.03174995,0.00365383,0.003991595,0.008031599],"category_scores_gemma":[0.07932694,0.0008094638,0.0006740903,0.01455789,0.07162626,0.02148498,0.01682454,0.008575008,0.0009430301],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1641011,"about_ca_system_score_gemma":0.3349679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497303,"about_ca_topic_score_gemma":0.9471875,"domain_scores_codex":[0.957473,0.01493071,0.001130307,0.003513915,0.01509453,0.007857509],"domain_scores_gemma":[0.9139725,0.03913788,0.004543356,0.004433059,0.0234597,0.01445353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007452427,0.00006514936,0.01653292,0.001007863,0.00008107072,0.0007640767,0.3641959,0.0007981297,0.0004126807,0.441506,0.03194307,0.1426186],"study_design_scores_gemma":[0.00002915176,0.00003086702,0.01459084,0.002620703,0.00007604986,0.0002595169,0.2593755,0.000809164,0.0005745967,0.2090363,0.5124039,0.0001933323],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08834782,0.04105145,0.0114818,0.5136662,0.001132315,0.0001789038,0.0008703594,0.0001540003,0.3431172],"genre_scores_gemma":[0.954225,0.01878511,0.005174132,0.01080501,0.000191777,0.00008922355,0.000250985,0.00008128732,0.01039752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9706676,"threshold_uncertainty_score":0.9695243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874596527854895,"score_gpt":0.3279362836934961,"score_spread":0.1404766309080066,"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."}}