{"id":"W4390874408","doi":"10.7202/1107146ar","title":"HINDOU OUMAROU IBRAHIM","year":2023,"lang":"fr","type":"article","venue":"Les Cahiers du CIÉRA","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000486936,0.0003333062,0.0003192922,0.00005348763,0.0009764043,0.0002354091,0.0005983596,0.0005937177,0.007385144],"category_scores_gemma":[0.0001147107,0.0001311294,0.0002500364,0.001906844,0.0005515098,0.0003078512,0.0002294608,0.0006373227,0.0119274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543557,"about_ca_system_score_gemma":0.00003442026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008244644,"about_ca_topic_score_gemma":0.0002472293,"domain_scores_codex":[0.9972539,0.0001984593,0.0003359448,0.000553185,0.0005914506,0.001067095],"domain_scores_gemma":[0.9989876,0.000335045,0.00008866424,0.00009963556,0.0001216618,0.0003674291],"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":[0.00002570885,0.00008589597,0.01110566,0.00005558424,0.00007694861,0.0002521239,0.0007164812,0.000009124195,0.006220719,0.04404391,0.6684775,0.2689303],"study_design_scores_gemma":[0.0001855453,0.0001591156,0.2469293,0.00006655118,0.00001971373,0.000032508,0.00174913,0.0000554428,0.0008442212,0.004644333,0.7449241,0.0003900402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7129552,0.003939196,0.00001065764,0.2469389,0.002433162,0.0004723952,0.00009845379,0.0004270079,0.03272497],"genre_scores_gemma":[0.3179256,0.006269319,0.0001254174,0.001163363,0.002688283,0.00004402747,0.0004828017,0.000005974185,0.6712952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6385702,"threshold_uncertainty_score":0.9935222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807055990569604,"score_gpt":0.2253702982226425,"score_spread":0.2072997383169464,"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."}}