{"id":"W2301996883","doi":"","title":"Évaluation de l’éfficacité microbiologique de purificateurs d’eau et de leur application aux puits domestiques.","year":2004,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009150099,0.0004644112,0.0003440904,0.0002340114,0.001902241,0.0006668482,0.0006852521,0.001264467,0.00002334719],"category_scores_gemma":[0.007748418,0.0005074918,0.0003268215,0.001176802,0.004466016,0.0014695,0.0001767268,0.001312114,0.000204646],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02426452,"about_ca_system_score_gemma":0.01352644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541781,"about_ca_topic_score_gemma":0.000545037,"domain_scores_codex":[0.9938726,0.002402343,0.000656414,0.0009439624,0.001150141,0.000974478],"domain_scores_gemma":[0.9968696,0.001527628,0.0003183697,0.0002593959,0.000459388,0.0005655985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009783752,0.001514467,0.006693871,0.0001342917,0.0001452655,0.0001052423,0.008108416,0.1028577,0.07052929,0.7908236,0.003607586,0.01538239],"study_design_scores_gemma":[0.001030754,0.00009942598,0.02957073,0.0004413651,0.00009923497,0.0006123261,0.0004891313,0.00128828,0.01395771,0.1653151,0.786147,0.0009489352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3714495,0.0043759,0.2042352,0.02275634,0.002029047,0.001352948,0.0002686915,0.000408817,0.3931235],"genre_scores_gemma":[0.9211647,0.001739068,0.03254651,0.001123826,0.0007556146,0.0003613905,0.0001751053,0.00003845581,0.04209536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7825394,"threshold_uncertainty_score":0.9997377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131843985696867,"score_gpt":0.3568830048307296,"score_spread":0.2436986062610429,"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."}}