{"id":"W2999133570","doi":"10.3390/su12020461","title":"Platform, Participation, and Power: How Dominant and Minority Stakeholders Shape Agricultural Innovation","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McGill University","funders":"International Development Research Centre; Government of Canada; McGill University","keywords":"Business; Livelihood; Stakeholder; Commercialization; Agriculture; Subsistence agriculture; Innovation system; Economic growth; Environmental resource management; Environmental planning; Political science; Marketing; Economics; Public relations; Industrial organization; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008204613,0.00026826,0.0002669575,0.001285799,0.00835781,0.009628117,0.001038399,0.001697848,0.006851661],"category_scores_gemma":[0.01186065,0.0002252558,0.0003058165,0.0008478957,0.0136063,0.007562582,0.00960223,0.00155753,0.0004632898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003999759,"about_ca_system_score_gemma":0.004441908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005570131,"about_ca_topic_score_gemma":0.007959916,"domain_scores_codex":[0.9929836,0.00453891,0.0001090608,0.0005151117,0.0006910383,0.001162389],"domain_scores_gemma":[0.9921673,0.005439064,0.0006727332,0.000257544,0.000438227,0.001025099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001970638,0.0001615797,0.03738422,0.0001822461,0.00002794096,0.001222447,0.6093696,0.0005398243,0.003650795,0.2849413,0.001593632,0.06072946],"study_design_scores_gemma":[0.00006881995,0.0002192281,0.04031134,0.0005324751,0.00007009837,0.0006454727,0.6300777,0.003334327,0.002057009,0.2259774,0.096619,0.00008704405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8501105,0.000658197,0.006374724,0.007856625,0.00006423478,0.00007335792,0.00002502108,0.00001686743,0.1348204],"genre_scores_gemma":[0.9979842,0.0001173131,0.0002829724,0.0001251479,0.000006589427,0.00001695886,0.000003741503,0.000005175169,0.00145792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009628117,"threshold_uncertainty_score":0.04339063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208234014568918,"score_gpt":0.2694144557235172,"score_spread":0.197332115577828,"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."}}