{"id":"W4414833673","doi":"","title":"Seeds that give revisited: Participatory plant breeding and rural revitalization","year":2023,"lang":"en","type":"book","venue":"Agritrop (Cirad)","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Guangxi Academy of Agricultural Sciences; International Development Research Centre","keywords":"Citizen journalism; Work (physics); Participatory action research; International development; Participatory evaluation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002651533,0.0003316904,0.0002419083,0.0004744371,0.004434447,0.004823018,0.0008703285,0.001575448,0.004882564],"category_scores_gemma":[0.001186774,0.0002081701,0.0001716949,0.001047068,0.008818887,0.00340142,0.002767484,0.002812243,0.0008760042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067801,"about_ca_system_score_gemma":0.003708024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472261,"about_ca_topic_score_gemma":0.01792616,"domain_scores_codex":[0.9988427,0.0006801839,0.000016379,0.0001136841,0.000243263,0.000103726],"domain_scores_gemma":[0.9992287,0.000547653,0.00003046545,0.0000528694,0.00005142097,0.00008886322],"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":[0.00002629583,0.00003867032,0.0002256923,0.0004137019,0.000004630799,0.0007675634,0.1219195,0.0002452719,0.001602474,0.641665,0.1043985,0.1286926],"study_design_scores_gemma":[0.000005502942,0.00002217407,0.0002331073,0.0001726069,0.000001981395,0.0002287165,0.01327879,0.0001002399,0.0004700228,0.02718716,0.9582931,0.000006538808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03851933,0.06400929,0.01613862,0.09468236,0.005110507,0.0002460982,0.00007719057,0.0003041836,0.7809125],"genre_scores_gemma":[0.3801188,0.03620336,0.01176743,0.01718346,0.000869221,0.0002865578,0.0001028757,0.0003226762,0.5531456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004882564,"threshold_uncertainty_score":0.02951413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152491128012548,"score_gpt":0.219585612333188,"score_spread":0.1780607010530625,"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."}}