{"id":"W4244293315","doi":"10.4000/books.editionscnrs.15437","title":"Quelle science pour quel développement en Afrique ?","year":2008,"lang":"fr","type":"book-chapter","venue":"CNRS Éditions eBooks","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005975247,0.0007183054,0.0005464526,0.0001602548,0.006721992,0.0002246016,0.001261513,0.0006356518,0.01352257],"category_scores_gemma":[0.00007591656,0.0003177905,0.000383674,0.0002355673,0.004521534,0.0002272324,0.0006516314,0.0009454362,0.004920393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006279107,"about_ca_system_score_gemma":0.0005845625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454276,"about_ca_topic_score_gemma":0.0001992467,"domain_scores_codex":[0.9956505,0.0001113387,0.0007008135,0.001129946,0.001248108,0.001159307],"domain_scores_gemma":[0.9978659,0.0003174864,0.0002611464,0.0002352945,0.000683833,0.0006363753],"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":[0.00001852388,0.0001553989,0.0001707197,0.00005321079,0.0001109859,0.0002208521,0.0004867148,0.000005485642,0.03638607,0.7333421,0.1721399,0.05691005],"study_design_scores_gemma":[0.0002978742,0.0003876552,0.03403274,0.0006146633,0.0000623282,0.0003469272,0.0005861233,0.00001673503,0.007214486,0.04744765,0.9075245,0.001468311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01058779,0.0007281412,0.00005617519,0.06361835,0.0008279558,0.001306306,0.0002765854,0.0001887506,0.92241],"genre_scores_gemma":[0.1924145,0.002850698,0.00121771,0.0005783891,0.001354523,0.0001357711,0.0003471766,0.00001079379,0.8010905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7353846,"threshold_uncertainty_score":0.9999274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333819502997257,"score_gpt":0.2570056338104209,"score_spread":0.2236236835106951,"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."}}