{"id":"W2738605705","doi":"","title":"La qualité de l'eau du secteur fluvial : la contamination par les toxiques","year":2005,"lang":"fr","type":"article","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001816407,0.0001807826,0.0001544563,0.00003073405,0.0002173434,0.0001192544,0.0001844693,0.0002459103,0.01421344],"category_scores_gemma":[0.0000510175,0.0001759125,0.00008720316,0.0000958276,0.0004135535,0.0004602083,0.0001034255,0.0002263657,0.001555646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502842,"about_ca_system_score_gemma":0.00003995575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007365607,"about_ca_topic_score_gemma":0.008069114,"domain_scores_codex":[0.9969573,0.001788598,0.0003334963,0.0002695213,0.0002938749,0.0003571936],"domain_scores_gemma":[0.9992803,0.0002847985,0.00009146934,0.0001680036,0.00001003672,0.0001653962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006014586,0.001382154,0.1019503,0.000104752,0.00006869737,0.00004083162,0.02485469,0.001465811,0.02105135,0.1898388,0.04139088,0.6177917],"study_design_scores_gemma":[0.0004134683,0.00007229515,0.2813651,0.00002842073,0.00002150263,0.00003933845,0.0005506971,0.002300431,0.02453208,0.0009974798,0.6894456,0.0002336545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601586,0.0001985512,0.01722138,0.02692995,0.0002340541,0.0001695443,0.00003712261,0.00009746807,0.09495336],"genre_scores_gemma":[0.9639933,0.0003466425,0.004780797,0.001454387,0.0003520352,0.0000145758,0.00001320936,0.00001306275,0.02903197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6480547,"threshold_uncertainty_score":0.9992445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977304787010918,"score_gpt":0.2846499445356529,"score_spread":0.2648768966655437,"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."}}