{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003123685,0.0006114729,0.0005910493,0.0008896011,0.001201571,0.001151766,0.0007844507,0.001119544,0.0008332438],"category_scores_gemma":[0.004427364,0.0007357253,0.0004563976,0.001732533,0.001544368,0.0003765318,0.0002342759,0.001553364,0.00009857606],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485441,"about_ca_system_score_gemma":0.03015849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000258817,"about_ca_topic_score_gemma":0.0003106862,"domain_scores_codex":[0.9935637,0.0007140838,0.001440032,0.001231556,0.00239545,0.0006552147],"domain_scores_gemma":[0.9930011,0.002029977,0.0008275154,0.0005380465,0.003313221,0.0002901627],"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":[0.0002237027,0.002614271,0.002360172,0.001316349,0.0005162713,0.00006411115,0.002243561,0.01441693,0.5933449,0.09567037,0.001100621,0.2861288],"study_design_scores_gemma":[0.00137085,0.00006118387,0.01536596,0.003544244,0.0001225205,0.00003620714,0.004114705,0.01905487,0.7139317,0.002748332,0.2384038,0.001245594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4671698,0.0008844567,0.0974765,0.001157034,0.002094676,0.001586022,0.0003817173,0.0001770826,0.4290727],"genre_scores_gemma":[0.878361,0.00003444517,0.06889096,0.00002840339,0.0002624153,0.0002638408,0.003846679,0.00004701609,0.04826519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4111912,"threshold_uncertainty_score":0.9998851,"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."}}