{"id":"W2044021166","doi":"10.4000/vertigo.2221","title":"Production de biogaz et de compost à partir de eichhornia crassipes, (mart) solms-laub (pontederiaceae) pour un développement durable en Afrique sahélienne","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eichhornia crassipes; Biology; Ecology; Aquatic plant","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00128177,0.0005044218,0.0005019309,0.00003915379,0.0006355629,0.0003141045,0.0005198402,0.0005800046,0.001918507],"category_scores_gemma":[0.0006456267,0.000265136,0.0002857321,0.0004678832,0.0005018028,0.0002641892,0.0001864373,0.0005138326,0.0003347416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008465735,"about_ca_system_score_gemma":0.000206836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002291368,"about_ca_topic_score_gemma":0.005579403,"domain_scores_codex":[0.995594,0.001169705,0.0006349956,0.0007891209,0.0002990828,0.00151311],"domain_scores_gemma":[0.9984919,0.0004685033,0.0002686914,0.000187014,0.0002321353,0.0003516967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001968216,0.0006917961,0.1066163,0.0000339985,0.00007072655,0.00005680551,0.000215601,0.0002463263,0.8261904,0.01429476,0.04689042,0.004496078],"study_design_scores_gemma":[0.000510924,0.0005398419,0.6005843,0.0001228423,0.00007068405,0.00009133411,0.0004426277,0.0001906897,0.1616258,0.009693647,0.2255903,0.0005370028],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7623895,0.00317151,0.0006827568,0.230913,0.0005381952,0.0004666758,0.00009967922,0.0001463352,0.00159237],"genre_scores_gemma":[0.981326,0.001398904,0.006125482,0.00239163,0.001742115,0.00008167145,0.0001332158,0.00000925365,0.006791697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645645,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588873101956366,"score_gpt":0.2304621868979989,"score_spread":0.2145734558784353,"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."}}