{"id":"W4241766401","doi":"10.4000/etudesrurales.3261","title":"Olivia Aubriot, L’eau, miroir d’une société. Irrigation paysanne au Népal central","year":2005,"lang":"fr","type":"article","venue":"Études rurales","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Art; Political science; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000337306,0.0005152557,0.0004663105,0.00003383214,0.000872309,0.0002886732,0.0006526085,0.0004717355,0.004775997],"category_scores_gemma":[0.00006117408,0.0002189662,0.0003593339,0.0007678607,0.0005036054,0.0007976884,0.0002359185,0.000511186,0.002189281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005977056,"about_ca_system_score_gemma":0.0001361245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854236,"about_ca_topic_score_gemma":0.0221267,"domain_scores_codex":[0.9961049,0.0002103663,0.0006090252,0.0006485588,0.0007873907,0.001639747],"domain_scores_gemma":[0.9987069,0.0002526001,0.0001900898,0.0001217882,0.0001906199,0.0005380274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001052442,0.0009356834,0.02227257,0.0001817739,0.0002663482,0.00006196574,0.002149134,0.0001130165,0.0414237,0.1001933,0.2667346,0.5655626],"study_design_scores_gemma":[0.0002963404,0.0002183318,0.5543813,0.0002448705,0.00004428486,0.00004333834,0.001656686,0.0001528382,0.002030217,0.002062381,0.4382846,0.0005847813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7172099,0.008306921,0.000007240917,0.2487193,0.001069747,0.0005867821,0.00009472347,0.0001607167,0.0238447],"genre_scores_gemma":[0.9144272,0.002331023,0.0003835297,0.0007091048,0.004658647,0.00003160707,0.0004267316,0.000006256616,0.07702592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5649778,"threshold_uncertainty_score":0.9985876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119820615357865,"score_gpt":0.2561418216105512,"score_spread":0.2349436154569726,"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."}}