{"id":"W4402167419","doi":"10.22541/au.172538631.11011603/v1","title":"Ecosystem services provided by spiders","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ecosystem services; Ecosystem; Ecology; Environmental resource management; Business; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001743367,0.0003459531,0.0002816773,0.00004314351,0.0000410416,0.00008006126,0.0004071556,0.00085141,0.00007309005],"category_scores_gemma":[0.00001056684,0.0002809676,0.0002112987,0.00003110797,0.00003162375,0.000001191747,0.001286834,0.00038855,0.0002658868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050778,"about_ca_system_score_gemma":0.0001388131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380786,"about_ca_topic_score_gemma":0.0003754982,"domain_scores_codex":[0.9984161,0.0000749183,0.0003053427,0.0008508944,0.00007170074,0.0002810094],"domain_scores_gemma":[0.9991356,0.00001051134,0.0001135774,0.0005993042,0.00005174564,0.00008924113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001039078,0.0009678161,0.02374218,0.02994757,0.01146363,0.000218537,0.0009707666,0.0004437735,0.151769,0.004094584,0.5960099,0.1793332],"study_design_scores_gemma":[0.0001984154,0.000112228,0.000008310049,0.0001758058,0.00008587759,0.00001565779,0.0001113784,0.0001599608,0.03979261,0.000807228,0.9579883,0.0005442686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5384373,0.01497365,0.0007506742,0.00316782,0.003726812,0.001591153,0.0008481749,0.0002568889,0.4362475],"genre_scores_gemma":[0.9920778,0.000172541,0.0004270035,0.001019045,0.0005761154,0.0001747181,0.001548199,0.00003349552,0.003971104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536405,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081576723190499,"score_gpt":0.2324097717366091,"score_spread":0.2242520994175592,"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."}}