{"id":"W2124222485","doi":"10.7202/705082ar","title":"Etude sur les acides fulviques extraits d'eaux superficielles françaises - Extraction, caractérisation et réactivité avec le chlore","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry; Forestry; Geography","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001131034,0.0004040547,0.0003526203,0.00008791879,0.001464168,0.0003065359,0.0006222921,0.0002829284,0.003624498],"category_scores_gemma":[0.0001994489,0.0004234049,0.0002602283,0.0006054537,0.003916351,0.002827676,0.0001765867,0.0004143897,0.0003482044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006813045,"about_ca_system_score_gemma":0.0001106712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009654188,"about_ca_topic_score_gemma":0.01217648,"domain_scores_codex":[0.9970903,0.0002416206,0.000491042,0.0008679914,0.0005444847,0.0007645787],"domain_scores_gemma":[0.9988033,0.0003074213,0.0002557827,0.0003321542,0.00002202816,0.000279366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002297949,0.0008642768,0.1258446,0.000209179,0.00005856759,0.00004215496,0.008302254,0.1176056,0.6509174,0.000915739,0.0007189653,0.09449834],"study_design_scores_gemma":[0.0004870567,0.0002967934,0.2192535,0.000595601,0.0002296458,0.0005911025,0.005927672,0.07643248,0.6384969,0.001994347,0.05432602,0.001368853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658523,0.008838421,0.005212978,0.007533611,0.0001238985,0.0001576968,0.00004588119,0.00007623244,0.01215904],"genre_scores_gemma":[0.9760444,0.005316957,0.01290719,0.0003005136,0.0003444649,0.00002266866,0.00001886919,0.00002857357,0.005016429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09340888,"threshold_uncertainty_score":0.9998358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796998199230907,"score_gpt":0.2860907006689278,"score_spread":0.2381207186766187,"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."}}