{"id":"W2322018687","doi":"10.3366/afr.2001.71.3.511","title":"Annie Chéneau-Loquay and Pierre Matarasso, Approche du développement durable en milieu rural africain: les régions côtières de Guinée, Guinée-Bissau et Casamance. Collection bibliothèque du développement. Paris and Montreal: Harmattan, 1998, 267 pp., FF 140, ISBN 2 7384 6611 7 paperback.","year":2001,"lang":"fr","type":"article","venue":"Africa","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002834417,0.001610598,0.00120488,0.005976086,0.00293414,0.005411249,0.002011462,0.004225121,0.049221],"category_scores_gemma":[0.005736983,0.0006959467,0.0006603355,0.009239147,0.002188445,0.01120225,0.002310959,0.004430908,0.01710704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007334188,"about_ca_system_score_gemma":0.004695147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1006263,"about_ca_topic_score_gemma":0.1772332,"domain_scores_codex":[0.9982316,0.0005466146,0.0001047832,0.0002622738,0.0006959457,0.0001587529],"domain_scores_gemma":[0.9966762,0.00188997,0.0001644708,0.00006862655,0.0009661391,0.0002346183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000443398,0.00001611634,0.0004877511,0.0009672523,0.0000179827,0.0001350278,0.001876882,0.0001241502,0.0001306233,0.0174782,0.9061656,0.07255612],"study_design_scores_gemma":[0.00000628187,0.000006773149,0.001260685,0.0008355332,0.00001144809,0.0001408145,0.00117234,0.00004542533,0.00009545647,0.004704541,0.991703,0.0000177008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005187154,0.7967598,0.002402751,0.1404152,0.008661746,0.00005585513,0.0004990614,0.0001406054,0.05054621],"genre_scores_gemma":[0.01034589,0.7795098,0.005244379,0.02623943,0.004284618,0.0001545123,0.0006549413,0.0002882513,0.1732782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1006263,"threshold_uncertainty_score":0.2000812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972378760806958,"score_gpt":0.2484611465966904,"score_spread":0.2287373589886209,"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."}}