{"id":"W6947916067","doi":"10.48448/8279-3q31","title":"Optical Emission Interferometry for Monitoring of Plasma Processes","year":2021,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plasmionique (Canada)","funders":"","keywords":"Plasma; Interferometry; Interference (communication); Substrate (aquarium); Plasma diagnostics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865095,0.0002209355,0.0003376123,0.00006200569,0.0001909097,0.0001252119,0.0006799521,0.0002004661,0.0007467026],"category_scores_gemma":[0.001075185,0.00007173463,0.00008832117,0.001297304,0.0004574853,0.0001033443,0.0002475544,0.0001859027,0.000009126821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005263646,"about_ca_system_score_gemma":0.0001271142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009585425,"about_ca_topic_score_gemma":0.0001677891,"domain_scores_codex":[0.9979567,0.0000192827,0.0002883754,0.000547041,0.0006977747,0.0004908222],"domain_scores_gemma":[0.9987366,0.0002751269,0.0001441352,0.00008239819,0.0005277341,0.0002340017],"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":[0.00001725739,0.0001272781,0.000662269,0.000305719,0.0000188005,0.00000337095,0.00003535665,8.067928e-7,0.9032317,0.0001238749,0.006731051,0.08874252],"study_design_scores_gemma":[0.0003257347,0.001034095,0.002971347,0.002374676,0.00004901733,0.00002285776,0.002325926,0.000258877,0.8087779,0.0001411079,0.1809483,0.000770158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906678,0.002502094,0.00005427944,0.001855323,0.001201326,0.001449012,0.0002650503,0.0002817041,0.08571327],"genre_scores_gemma":[0.8259698,0.00043966,0.004396912,0.00002445065,0.001327782,0.00005572055,0.0002104094,0.00001299345,0.1675622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742172,"threshold_uncertainty_score":0.817587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06727698527190785,"score_gpt":0.3400528443492297,"score_spread":0.2727758590773218,"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."}}