{"id":"W7101045427","doi":"","title":"DEPARTEMENT DE MICROBIOLOGIE-INFECTIOLOGIE ET","year":2015,"lang":"en","type":"article","venue":"","topic":"Wireless Sensor Networks for Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Work (physics); Focus (optics); Data collection","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":[],"consensus_categories":[],"category_scores_codex":[0.0005816616,0.00009782398,0.0001277589,0.00005932453,0.0000360622,0.0001042374,0.0007216277,0.00005656369,0.00001280661],"category_scores_gemma":[0.00005772508,0.00007590188,0.00005768985,0.0002679935,0.00002738933,0.0002790093,0.0003851735,0.00008501886,0.0002493977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059179,"about_ca_system_score_gemma":0.00008458526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534488,"about_ca_topic_score_gemma":0.0000987413,"domain_scores_codex":[0.9990485,0.0001300724,0.0001452984,0.0002834701,0.00008855372,0.0003040473],"domain_scores_gemma":[0.9991262,0.00007175468,0.00004708661,0.0005738036,0.0000565694,0.0001246066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001813505,0.0004202712,0.09676988,0.00001143982,0.0003691124,0.0001408926,0.0006909619,0.04908129,0.01111325,0.2032402,0.5816069,0.05653771],"study_design_scores_gemma":[0.00232596,0.0008935045,0.01834845,0.0000283926,0.0001002047,0.0003591412,0.0003782214,0.615773,0.04650251,0.03498281,0.2784626,0.001845308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03518406,0.00006974259,0.9515104,0.001663041,0.0002173223,0.00006683266,0.000002121019,0.0004634939,0.01082294],"genre_scores_gemma":[0.9156238,0.00002731337,0.08261539,0.001354348,0.00003803656,0.000008022311,0.00001453743,0.000004427123,0.000314148],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8804397,"threshold_uncertainty_score":0.3205586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994365811351472,"score_gpt":0.307352221682913,"score_spread":0.2474085635693983,"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."}}