{"id":"W4389578669","doi":"10.7185/gold2023.18869","title":"Metals and their isotopes: An opportunity to study insect ecology and physiology?","year":2023,"lang":"en","type":"article","venue":"","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ecology; Insect; Biology","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":[0.0005113756,0.0003565243,0.0004113178,0.0007507781,0.0007734832,0.001474799,0.0007677766,0.001575714,0.002181822],"category_scores_gemma":[0.0007612758,0.0002855912,0.0002331561,0.0009955472,0.001277451,0.001843011,0.0007434283,0.0006956835,0.0003484068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236337,"about_ca_system_score_gemma":0.0004537767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783052,"about_ca_topic_score_gemma":0.01128675,"domain_scores_codex":[0.99988,0.00003741854,0.000008082163,0.00002982123,0.00002240169,0.00002230223],"domain_scores_gemma":[0.9996331,0.000123672,0.00006446592,0.00006065625,0.00005087583,0.0000672457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003996177,0.0005039637,0.2264793,0.001051866,0.0005769675,0.00143768,0.001279319,0.0009286717,0.3868861,0.07150365,0.006356762,0.2989996],"study_design_scores_gemma":[0.0003973711,0.004134645,0.4807405,0.0005020617,0.0008434582,0.005845385,0.009806192,0.004569802,0.1233094,0.1314856,0.2380646,0.0003010017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8013597,0.1036557,0.0302125,0.0075792,0.0018671,0.00006116268,0.0006935708,0.0001245629,0.0544465],"genre_scores_gemma":[0.9305825,0.02927335,0.01409784,0.001993621,0.0007229507,0.00005164619,0.0002669036,0.00008497487,0.02292615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003783052,"threshold_uncertainty_score":0.007522047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725941754116894,"score_gpt":0.3002043381902784,"score_spread":0.227610162778589,"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."}}