{"id":"W2001316455","doi":"10.4000/vertigo.3778","title":"Cultiver la ville viable au Nigeria et à Mexico","year":2002,"lang":"fr","type":"article","venue":"VertigO","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002500763,0.0002032129,0.000137056,0.000337594,0.001352705,0.001028286,0.0002225825,0.0002173261,0.004508207],"category_scores_gemma":[0.0003435945,0.0001013771,0.0001098227,0.0003298451,0.0003412103,0.000415537,0.0006493373,0.0003530074,0.0003886342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038282,"about_ca_system_score_gemma":0.0009595809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02245955,"about_ca_topic_score_gemma":0.09837809,"domain_scores_codex":[0.9999038,0.00001471076,0.000004374706,0.00003010492,0.00001259049,0.00003433411],"domain_scores_gemma":[0.9997694,0.00004193253,0.00005270157,0.00001932265,0.00005838925,0.00005828466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001440102,0.0007222565,0.1946231,0.000938281,0.0000276014,0.004164965,0.01305753,0.0008174395,0.4977353,0.008082685,0.003353084,0.2750377],"study_design_scores_gemma":[0.0001119878,0.004132789,0.56281,0.0008391583,0.0001042838,0.00196777,0.04105215,0.001017476,0.0681934,0.001173567,0.3185562,0.00004118045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783532,0.001130964,0.0007547868,0.0004308923,0.0000395123,0.00005312916,0.0001636347,0.00002588375,0.01904792],"genre_scores_gemma":[0.9711999,0.001595588,0.007211193,0.0000841802,0.00001632857,0.00005876361,0.0003193001,0.00001112783,0.01950369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02245955,"threshold_uncertainty_score":0.04465759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478180814735742,"score_gpt":0.2244053576697551,"score_spread":0.1996235495223977,"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."}}