{"id":"W4390852825","doi":"","title":"Discontools data base: Nematodes","year":2023,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Base (topology); Geology; Computer science; Biology; Mathematics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006753969,0.0003561885,0.0003896517,0.0001142235,0.0005134188,0.0004209933,0.002185288,0.0002592506,0.00575558],"category_scores_gemma":[0.003123439,0.0003423395,0.0001637349,0.0005213675,0.0003021832,0.0004672374,0.002135917,0.0005972529,0.002784377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198331,"about_ca_system_score_gemma":0.000289942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02072228,"about_ca_topic_score_gemma":0.03451604,"domain_scores_codex":[0.9949055,0.001991225,0.0005885024,0.00104951,0.001020915,0.0004443752],"domain_scores_gemma":[0.9931164,0.001646101,0.0005064558,0.004089463,0.0004411058,0.0002005132],"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":[0.00001329018,0.0008089086,0.01922279,0.000228467,0.0002299987,0.00009047598,0.003487524,0.00009468514,0.003258326,0.004348211,0.8659289,0.1022884],"study_design_scores_gemma":[0.0002324336,3.214936e-7,0.02085532,0.001399839,0.00009913126,0.00008150069,0.00009475004,0.005271743,0.002803641,0.0005149629,0.9679736,0.0006727353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01091704,0.0004292407,0.01155684,0.005778353,0.001103987,0.00054059,0.0009171142,0.0004406737,0.9683161],"genre_scores_gemma":[0.235981,0.00389587,0.01537837,0.0002453791,0.000217618,0.0001518527,0.01057421,0.0002689063,0.7332867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2350294,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07789086946823792,"score_gpt":0.3192798489723092,"score_spread":0.2413889795040712,"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."}}