{"id":"W4394995987","doi":"10.7202/1110575ar","title":"Pertinence de la MTE pour la recherche locale : illustration avec la recherche en Afrique","year":2023,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07502199,0.001203876,0.001465432,0.00367372,0.008750735,0.0137206,0.002905031,0.005899036,0.02767035],"category_scores_gemma":[0.1415143,0.0008761291,0.00216597,0.005185227,0.02458963,0.01857375,0.02142292,0.008000065,0.003485191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0109989,"about_ca_system_score_gemma":0.01524967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081988,"about_ca_topic_score_gemma":0.02573328,"domain_scores_codex":[0.8877869,0.09004968,0.003749357,0.005597189,0.01062998,0.002186873],"domain_scores_gemma":[0.8041282,0.1429655,0.006735503,0.01817617,0.02510539,0.002889199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001151617,0.00009363732,0.002667959,0.0009922482,0.0000807051,0.0008451722,0.03933858,0.001643688,0.0009775562,0.8617272,0.01210088,0.07941717],"study_design_scores_gemma":[0.0000842372,0.0001929879,0.004103924,0.002672865,0.0001483036,0.001293215,0.04446823,0.004646877,0.002067615,0.5948851,0.3453041,0.0001325748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03887681,0.02031206,0.4208596,0.2310397,0.003888788,0.0008867923,0.0005648281,0.0004556254,0.2831158],"genre_scores_gemma":[0.6849042,0.01187786,0.2142995,0.00962836,0.001480422,0.002410509,0.0002686338,0.0004815454,0.074649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07502199,"threshold_uncertainty_score":0.396759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2635172740937943,"score_gpt":0.4205094208797777,"score_spread":0.1569921467859834,"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."}}