{"id":"W4391236734","doi":"10.4000/echogeo.25811","title":"La vie des machines dans les territoires postcoloniaux","year":2023,"lang":"fr","type":"article","venue":"EchoGéo","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Cartographic Association","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Art","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001673436,0.0002575046,0.0003462077,0.000066926,0.006517835,0.0002289738,0.0002213011,0.000143998,0.00167127],"category_scores_gemma":[0.00007053493,0.0001933504,0.0003568829,0.0002010567,0.001091721,0.0001585402,0.0001455943,0.0002628459,0.0008397411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000982478,"about_ca_system_score_gemma":0.00001989948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02805671,"about_ca_topic_score_gemma":0.07736548,"domain_scores_codex":[0.9986072,0.0001542462,0.0002842665,0.000282659,0.0002174998,0.0004541008],"domain_scores_gemma":[0.9994203,0.0001642373,0.00007383915,0.0001510723,0.00007602839,0.0001145085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001813382,0.000244645,0.01020325,0.0003087946,0.0006372107,0.0002454602,0.3669648,0.00006370761,0.0001168047,0.1977444,0.2879164,0.1355364],"study_design_scores_gemma":[0.000136072,0.00008116941,0.004498496,0.00007981423,0.0001772049,0.000003805342,0.007729744,0.0002342224,0.000006918282,0.007129373,0.9796436,0.0002795172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7371257,0.02064163,0.00001699182,0.1540687,0.001487812,0.0001477624,0.0002556612,0.0003539122,0.08590183],"genre_scores_gemma":[0.2877179,0.0159123,0.00008585355,0.0001841543,0.001897023,0.00003549022,0.00005271719,0.00003850962,0.6940761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6917273,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695132006023037,"score_gpt":0.2455263038641498,"score_spread":0.2185749838039194,"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."}}