{"id":"W1580093377","doi":"10.7202/705452ar","title":"Les Aeromonas mobiles : quelle évolution spatiale et temporelle dans un effluent urbain et en milieu marin côtier ?","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Forestry; Environmental science; Humanities; Geography; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00167896,0.0003002954,0.0002769144,0.00008724322,0.0006333191,0.0001323792,0.0005621927,0.0002684611,0.0001662585],"category_scores_gemma":[0.0004431652,0.0002924257,0.0001710291,0.0002839835,0.002269804,0.00004268915,0.000580209,0.0002459723,0.00005357746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003595373,"about_ca_system_score_gemma":0.0004216779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009853938,"about_ca_topic_score_gemma":0.02209651,"domain_scores_codex":[0.9970593,0.0008068607,0.0003563834,0.0006954385,0.0002972164,0.000784787],"domain_scores_gemma":[0.999066,0.0001197118,0.0001306411,0.0003772566,0.0001080591,0.0001983298],"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":[0.0001099828,0.0007361648,0.06641806,0.0005317245,0.0002149427,0.0000498309,0.008889862,0.01822433,0.8042607,0.006573884,0.003837593,0.09015299],"study_design_scores_gemma":[0.001963741,0.003629487,0.1361839,0.0009140596,0.0001678246,0.0004959734,0.004144663,0.05393308,0.3615109,0.003526423,0.4316353,0.001894611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434351,0.03446817,0.005718003,0.004364518,0.000280358,0.0004082508,0.00008934108,0.00002397523,0.01121224],"genre_scores_gemma":[0.9470634,0.01152175,0.03217237,0.0002299677,0.0004537661,0.00006983113,0.00006271432,0.00002751395,0.00839871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4427498,"threshold_uncertainty_score":0.9999528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038956644866292,"score_gpt":0.3292672877644555,"score_spread":0.2903106428981636,"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."}}