{"id":"W2197722919","doi":"","title":"Systèmes d'information géographiques participatifs pour l'Afrique : théories, pratiques, et enjeux","year":2010,"lang":"fr","type":"article","venue":"Agritrop (Cirad)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009489644,0.0005190017,0.0004754324,0.00006904986,0.0005523586,0.0006648896,0.0006542169,0.0007424228,0.004081719],"category_scores_gemma":[0.0003309364,0.0002154033,0.0002688287,0.0009691511,0.0003878393,0.001920367,0.0002537566,0.001286936,0.001232737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000838926,"about_ca_system_score_gemma":0.0002348467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003550238,"about_ca_topic_score_gemma":0.008495106,"domain_scores_codex":[0.9965429,0.0003673368,0.0007935064,0.0004887877,0.0007286504,0.001078837],"domain_scores_gemma":[0.997996,0.0003407142,0.0003119416,0.0001909449,0.0006957124,0.0004647007],"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":[0.00006938078,0.000459938,0.01979298,0.0002492588,0.0001636143,0.00004132431,0.001769639,0.000003496974,0.05243515,0.4513228,0.3586306,0.1150619],"study_design_scores_gemma":[0.0002727094,0.0004723402,0.4726408,0.0002220352,0.00005027389,0.000072556,0.001215399,0.00005635548,0.007673802,0.0276449,0.4889444,0.0007344254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.605808,0.003663483,0.0001226692,0.3604833,0.002525911,0.001501956,0.0002335237,0.0004441063,0.02521709],"genre_scores_gemma":[0.9697064,0.003905015,0.001640743,0.001817148,0.001609754,0.0001825207,0.0007512697,0.000006260661,0.02038091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4528479,"threshold_uncertainty_score":0.9995449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003373478985387,"score_gpt":0.2662279193385914,"score_spread":0.2461941845487375,"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."}}