{"id":"W4245084809","doi":"10.1007/978-3-662-44185-5_100108","title":"Biodetection System","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003740107,0.0009016087,0.0006284692,0.001577466,0.0007268996,0.00181954,0.001695901,0.001016483,0.07909716],"category_scores_gemma":[0.0003677103,0.0003270211,0.0004266786,0.0009645306,0.0002720036,0.001936983,0.001927116,0.0007475085,0.05479613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375427,"about_ca_system_score_gemma":0.0006251247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008521428,"about_ca_topic_score_gemma":0.0006494729,"domain_scores_codex":[0.9996661,0.00001492563,0.00001722,0.00009559587,0.0001712917,0.00003492301],"domain_scores_gemma":[0.9998401,0.00001649548,0.00001141471,0.00004390165,0.00006782588,0.00002020876],"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":[0.0005248836,0.0001688641,0.000967655,0.0007603592,0.00005227495,0.0003808606,0.0001635808,0.001760627,0.1538236,0.04213901,0.3746535,0.4246047],"study_design_scores_gemma":[0.00002571548,0.00007907152,0.0004556075,0.000064168,0.00003085587,0.000416772,0.00002358467,0.003246719,0.07056034,0.003172446,0.9218858,0.00003888002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02211865,0.007588701,0.3083799,0.002071041,0.003666141,0.0009205207,0.02680006,0.07738885,0.5510662],"genre_scores_gemma":[0.1138997,0.006893876,0.1311645,0.003250671,0.0005088888,0.001629241,0.04271164,0.005046318,0.6948953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07909716,"threshold_uncertainty_score":0.2646064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218596945444132,"score_gpt":0.2459408261302728,"score_spread":0.2337548566758315,"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."}}