{"id":"W6983419085","doi":"","title":"Mise en place d'une plateforme Laboratoire Sur Puce intégrant des microcapteurs électrochimiques pour la mesure des polluants dans l'eau basée sur le suivi physiologique d'algues","year":2015,"lang":"fr","type":"article","venue":"theses.fr (ABES)","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecological trap; Aquatic environment; Social analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015848,0.001039903,0.001122239,0.0009065813,0.0008797877,0.001480963,0.000921423,0.001626699,0.002952917],"category_scores_gemma":[0.001696539,0.0005815504,0.0009216066,0.0008307509,0.0008742865,0.001015589,0.0006756394,0.001148041,0.001242475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104286,"about_ca_system_score_gemma":0.001812628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005296848,"about_ca_topic_score_gemma":0.01298212,"domain_scores_codex":[0.9983575,0.0001835239,0.0001054431,0.0005049241,0.0007307904,0.0001178434],"domain_scores_gemma":[0.9979281,0.00060303,0.0002612305,0.0002068408,0.0009029204,0.00009785441],"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":[0.0001252956,0.00004427624,0.001083706,0.0002915237,0.00001466653,0.00009200474,0.0002134025,0.0003990288,0.9700787,0.0001719716,0.00008304297,0.02740237],"study_design_scores_gemma":[0.00001099426,0.0009301548,0.005687553,0.00007357481,0.00005788987,0.0001852762,0.0001839573,0.001350056,0.97995,0.00007945015,0.01146264,0.00002846667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6584365,0.00616072,0.3212598,0.0009179324,0.0005111597,0.001197574,0.0009266222,0.001535545,0.009054088],"genre_scores_gemma":[0.4626007,0.005401208,0.4870138,0.0004604097,0.00007123382,0.001006684,0.001003935,0.0002716789,0.04217028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005296848,"threshold_uncertainty_score":0.01053202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115074556258596,"score_gpt":0.2967258720457024,"score_spread":0.1816513157871065,"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."}}