{"id":"W4405518897","doi":"10.1093/sumbio/qvae035","title":"Assessing mold growth severity on various textiles: comparative analysis of inoculum densities and fungal strains","year":2024,"lang":"en","type":"article","venue":"Sustainable Microbiology","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chinook Regional Hospital","funders":"","keywords":"Mold; Fungal growth; Biology; Microbiology; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963202,0.0005005345,0.0002942485,0.0005198467,0.000171096,0.0003817891,0.0001572784,0.0002649321,0.001066719],"category_scores_gemma":[0.0005910334,0.0001263113,0.0002649268,0.0003384187,0.0001822854,0.0002554556,0.0002802142,0.0003268509,0.0002040782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009290881,"about_ca_system_score_gemma":0.00009571053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009161722,"about_ca_topic_score_gemma":0.00120019,"domain_scores_codex":[0.9996333,0.00007906211,0.00005000623,0.00008243266,0.0001077274,0.00004734852],"domain_scores_gemma":[0.999418,0.0002256579,0.0001009572,0.00004727187,0.000145766,0.00006249105],"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":[0.0001752578,0.0001375212,0.007638299,0.00004811524,0.000009150895,0.00003960287,0.00006969876,0.0001148866,0.9887015,0.000008944442,0.00001438455,0.003042633],"study_design_scores_gemma":[0.000008533451,0.003376536,0.1270571,0.00002067779,0.00005122367,0.000195498,0.0002989637,0.001228261,0.8673,0.00003337497,0.0004144816,0.00001528497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973956,0.0001297568,0.001596942,0.000009960318,0.000006154355,0.0000453038,0.0001796636,0.00002342054,0.0006131057],"genre_scores_gemma":[0.9926482,0.0002879673,0.005592927,0.00001830403,0.000007155154,0.00004817265,0.0004067913,0.00001340269,0.0009771043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066719,"threshold_uncertainty_score":0.00356853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379253276938028,"score_gpt":0.258900712984618,"score_spread":0.2451081802152378,"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."}}