{"id":"W3173508766","doi":"10.3390/su13126879","title":"Systematic Stakeholder Inclusion in Digital Agriculture: A Framework and Application to Canada","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stakeholder; Agriculture; Inclusion (mineral); Business; Corporate governance; Macro; Knowledge management; Digital inclusion; Conversation; Environmental resource management; Process management; Political science; Public relations; Computer science; Economics; The Internet; Sociology; Geography; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005291085,0.0006107786,0.0004353717,0.004474644,0.0169311,0.007313093,0.002129589,0.002230698,0.005781055],"category_scores_gemma":[0.008711302,0.0003948938,0.0007387305,0.006225401,0.01161875,0.004108542,0.006296644,0.001929883,0.0002892061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1202541,"about_ca_system_score_gemma":0.1292386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613684,"about_ca_topic_score_gemma":0.9659963,"domain_scores_codex":[0.9957089,0.00170597,0.0001682411,0.0004706226,0.001030277,0.0009160088],"domain_scores_gemma":[0.9948095,0.002310101,0.0002643919,0.0003176663,0.00171724,0.0005811953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002303257,0.00005355733,0.008123435,0.0001457431,0.000009823228,0.000645513,0.0269957,0.003702808,0.0002564931,0.9335482,0.003083324,0.02341245],"study_design_scores_gemma":[0.00012657,0.00009076874,0.0249889,0.001129117,0.0001039148,0.0006585923,0.1609228,0.05663772,0.00117747,0.4210212,0.3329235,0.0002193716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.178278,0.002159024,0.09356298,0.03548173,0.0001619648,0.002543842,0.001352068,0.0001910926,0.6862692],"genre_scores_gemma":[0.9166104,0.001031762,0.06661344,0.0006282587,0.00001176863,0.000619696,0.0002130026,0.00002499615,0.0142467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1202541,"threshold_uncertainty_score":0.8725085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009422256969161328,"score_gpt":0.2296707886325222,"score_spread":0.2202485316633609,"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."}}