{"id":"W3174417027","doi":"10.3390/insects12070587","title":"Discrimination between Eggs from Stink Bugs Species in Europe Using MALDI-TOF MS","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Ministry of Agriculture of the People's Republic of China; Department for International Development","keywords":"Biology; Pentatomidae; Zoology; Hemiptera","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006926133,0.0005791638,0.0002644947,0.001683121,0.0003506212,0.0006608715,0.0002306213,0.0005064411,0.0007023083],"category_scores_gemma":[0.0006788271,0.000192601,0.0002608285,0.0004291649,0.0003137747,0.0004355,0.0004583028,0.0002610377,0.0002527288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512319,"about_ca_system_score_gemma":0.0001278929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089821,"about_ca_topic_score_gemma":0.001966595,"domain_scores_codex":[0.9993612,0.0001061608,0.00008148228,0.0002507962,0.0001403445,0.00006006711],"domain_scores_gemma":[0.999619,0.00008903717,0.0001372277,0.00002476133,0.00008085238,0.00004914966],"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":[0.0003026576,0.00004685188,0.08819593,0.0001299358,0.00009058591,0.0001851447,0.0003299392,0.00009056336,0.890098,0.00004915892,0.00006254831,0.02041865],"study_design_scores_gemma":[0.00001922309,0.0009157585,0.8018885,0.00004021495,0.0001619936,0.002201217,0.0006220291,0.0009882682,0.1900738,0.00008606476,0.002966452,0.00003655925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950093,0.001191315,0.002774384,0.00002715424,0.00002036759,0.00001664249,0.0002560348,0.00003797196,0.0006666724],"genre_scores_gemma":[0.9893272,0.0005212683,0.008995306,0.0000573959,0.00001056037,0.000009929126,0.0006038863,0.00001309228,0.0004612358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683121,"threshold_uncertainty_score":0.003662884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05694059717404903,"score_gpt":0.2983080160517969,"score_spread":0.2413674188777479,"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."}}