{"id":"W4390336172","doi":"10.3917/infle.049.0185","title":"10.3917/infle.049.0185","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000174143,0.00007560794,0.0001175721,0.00002419785,0.0004338366,0.00003804333,0.0001828917,0.00004381362,0.983507],"category_scores_gemma":[0.00006084032,0.00007349018,0.00004584661,0.0002241394,0.000144741,0.00005326032,0.0000356477,0.00004985237,0.956867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005225861,"about_ca_system_score_gemma":0.00005703309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009566782,"about_ca_topic_score_gemma":0.00001431263,"domain_scores_codex":[0.9991047,0.00004444211,0.0001041019,0.0001391541,0.0002229858,0.0003846142],"domain_scores_gemma":[0.9995663,0.00005397711,0.00001727203,0.0001371432,0.0000497113,0.0001755679],"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":[0.00001350058,0.00003270185,0.000002370568,0.000001654285,0.00001585216,0.000004040676,0.001652634,0.000006896467,6.355692e-7,0.0007900367,0.5801341,0.4173456],"study_design_scores_gemma":[0.00006462747,0.00004937323,0.00005953862,0.000003605214,0.000008728079,2.627721e-7,0.0002101186,0.000004263539,0.000001045324,0.0001494518,0.9993414,0.0001075294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001196492,0.00004978196,2.371621e-7,0.001370027,0.000006108853,0.0001103271,0.000009681508,0.00009600314,0.9971613],"genre_scores_gemma":[0.001686375,0.000001845678,0.00005496293,0.0002004086,0.0003581608,0.000007998648,0.000001420422,0.00000833146,0.9976805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4192074,"threshold_uncertainty_score":0.3336764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00855116227339473,"score_gpt":0.2290215923216235,"score_spread":0.2204704300482288,"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."}}