{"id":"W4402477158","doi":"10.11159/icceia24.142","title":"Plasma Treatment for Mould Inactivation on Building Materials: Surface Coverage Evaluation with Automated Image Analysis","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grantová Agentura České Republiky","keywords":"Plasma; Image (mathematics); Computer science; Materials science; Computer vision; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000339073,0.000309781,0.0003874438,0.000643222,0.0002266765,0.0003981689,0.0003842785,0.0005333697,0.001466241],"category_scores_gemma":[0.0004937488,0.00022995,0.0003126042,0.0003719818,0.0002413844,0.0002880383,0.0002867753,0.0002942493,0.0002123675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652401,"about_ca_system_score_gemma":0.0001682822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197957,"about_ca_topic_score_gemma":0.001463411,"domain_scores_codex":[0.9996742,0.0000370535,0.000009385441,0.00004190232,0.0001937651,0.00004364354],"domain_scores_gemma":[0.9996631,0.00009393803,0.00005019876,0.00003990113,0.0001401504,0.00001276838],"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":[0.0001638228,0.00003512716,0.0008198266,0.0000779796,0.00001189391,0.00002992252,0.00005277628,0.000830527,0.9819118,0.00005074244,0.0001556905,0.01585981],"study_design_scores_gemma":[0.00001065016,0.0003219955,0.01287894,0.000005382406,0.00003303875,0.0001132892,0.00005855099,0.01880735,0.9668244,0.00004546824,0.0008882448,0.00001280262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498709,0.001194085,0.04612154,0.00007619276,0.00003271889,0.00006173562,0.0001874244,0.0004902002,0.001965184],"genre_scores_gemma":[0.9774759,0.0004045297,0.02052766,0.00003085859,0.000009722401,0.00003373442,0.0001536347,0.00007257993,0.001291462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001466241,"threshold_uncertainty_score":0.004905105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503467467695485,"score_gpt":0.2878476797334924,"score_spread":0.2628130050565375,"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."}}