{"id":"W7046536303","doi":"","title":"Design and implementation of microelectronic sensor to measure microorganism's growth in diverse environments","year":2023,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Semiconductor industry; Medium term; Leak detection; Pilotage","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004046452,0.0005969523,0.000607861,0.0004420619,0.0002678932,0.0009136796,0.001823768,0.001034312,0.001498871],"category_scores_gemma":[0.0005332454,0.0003490088,0.000438389,0.0002493226,0.0002142255,0.0005647611,0.000402747,0.0003264893,0.001044725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006531461,"about_ca_system_score_gemma":0.0008225031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029464,"about_ca_topic_score_gemma":0.0012896,"domain_scores_codex":[0.9993837,0.00004716505,0.00003196842,0.000162617,0.0003064905,0.00006799991],"domain_scores_gemma":[0.9995711,0.00003782664,0.00007351378,0.00005387541,0.0002295743,0.00003403088],"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":[0.0002732795,0.0001993813,0.005131487,0.0005863199,0.00008911484,0.0003820775,0.0002970538,0.01277861,0.8592638,0.002425658,0.003688489,0.1148847],"study_design_scores_gemma":[0.0000938239,0.002333673,0.008477961,0.00007755846,0.0001283035,0.001020836,0.0001713047,0.1494119,0.7833751,0.0008063358,0.05399157,0.0001115686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2335998,0.002066641,0.7396926,0.001010421,0.0008481044,0.0009521723,0.0006722037,0.006128293,0.01502967],"genre_scores_gemma":[0.726357,0.0006849307,0.2559851,0.0003580488,0.0000631943,0.0006405506,0.0003940308,0.0001255497,0.01539156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001823768,"threshold_uncertainty_score":0.005014241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274187202049895,"score_gpt":0.2576672473195063,"score_spread":0.2449253752990073,"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."}}