{"id":"W7046431074","doi":"","title":"Development of rolling circle amplification based biosensing
\\ntechnologies","year":2021,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Lung disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","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":[0.003046581,0.001439669,0.0007796528,0.001804678,0.0004761109,0.001875223,0.002177356,0.002089526,0.006062666],"category_scores_gemma":[0.003330661,0.001173132,0.001058089,0.0008104796,0.0008845727,0.001253048,0.001203054,0.002323366,0.007430609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009684769,"about_ca_system_score_gemma":0.001135332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006956537,"about_ca_topic_score_gemma":0.001033905,"domain_scores_codex":[0.9964325,0.0007493847,0.0002149008,0.0009878256,0.001394043,0.0002212856],"domain_scores_gemma":[0.9979407,0.0007435816,0.0003042269,0.0002625975,0.0006047383,0.0001441707],"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":[0.0001663647,0.0001659285,0.0004741066,0.0006298455,0.00003592102,0.0001585933,0.0002173636,0.001181048,0.8948519,0.004843595,0.003332092,0.09394317],"study_design_scores_gemma":[0.00004161113,0.0006564058,0.0005903702,0.00009703663,0.00004272603,0.0003546147,0.00007370866,0.008607498,0.9189637,0.0009864988,0.06950692,0.00007884111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04440522,0.008271473,0.9086192,0.001571438,0.001536616,0.00244719,0.002144511,0.007065536,0.02393874],"genre_scores_gemma":[0.1337901,0.006052274,0.8069988,0.001496603,0.0002390051,0.002889159,0.00360356,0.0004786909,0.04445183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006062666,"threshold_uncertainty_score":0.02028161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518251222963973,"score_gpt":0.3302689249619441,"score_spread":0.2550864127323044,"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."}}