{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002260042,0.002109839,0.002200107,0.008086345,0.0007990577,0.006109694,0.003716327,0.002658671,0.2021577],"category_scores_gemma":[0.01639595,0.001275882,0.001450392,0.005981875,0.0005783877,0.003731382,0.003501512,0.001558204,0.1528434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959052,"about_ca_system_score_gemma":0.003702657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187426,"about_ca_topic_score_gemma":0.009349016,"domain_scores_codex":[0.998123,0.0003198236,0.0004900434,0.0003561794,0.0005271602,0.0001837335],"domain_scores_gemma":[0.9932317,0.003038882,0.0007464191,0.001252842,0.001276542,0.000453744],"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":[0.0007912192,0.00002668426,0.001358476,0.008092505,0.0001232324,0.0001805578,0.0000962759,0.001052017,0.0006975068,0.002994693,0.9580624,0.02652445],"study_design_scores_gemma":[0.0002715664,0.00002549485,0.00150913,0.0008527873,0.00005046999,0.0001241309,0.00004385444,0.0007514853,0.0007475094,0.002405168,0.9931695,0.00004883912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002536087,0.0004840458,0.001183023,0.0003231009,0.000103247,0.0001254226,0.9833519,0.00875333,0.005422361],"genre_scores_gemma":[0.002360692,0.0009164131,0.002950616,0.0003754754,0.00006427523,0.0004398544,0.9875574,0.002651693,0.00268366],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2021577,"threshold_uncertainty_score":0.676285,"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."}}