{"id":"W6967133204","doi":"10.5281/zenodo.10237582","title":"globalbioticinteractions/globalbioticinteractions: v0.25.15","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Table (database); Process (computing); Troubleshooting; Expert system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003061476,0.004211884,0.0019813,0.002334356,0.001096269,0.004972877,0.004920563,0.003348466,0.4049317],"category_scores_gemma":[0.008181616,0.004023883,0.003391042,0.001896132,0.0009157303,0.005233164,0.00584736,0.003759223,0.4955289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437475,"about_ca_system_score_gemma":0.001351271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005325654,"about_ca_topic_score_gemma":0.004108774,"domain_scores_codex":[0.99842,0.0002113139,0.0001273071,0.0003196985,0.0006599718,0.0002616655],"domain_scores_gemma":[0.9973515,0.0006033246,0.0001687573,0.0009457986,0.0005791396,0.0003515049],"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":[0.0002111058,0.00003285889,0.0004305825,0.0004870116,0.00005395566,0.00006294499,0.00007064317,0.0003806275,0.001423252,0.00169185,0.9833347,0.0118204],"study_design_scores_gemma":[0.0002332194,0.00003445647,0.0007742047,0.0001188202,0.00004005117,0.0001378181,0.00002952354,0.001696677,0.007615729,0.004348814,0.9848685,0.0001023168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00055782,0.0002714411,0.0209672,0.0004161863,0.0003307282,0.0001632758,0.09435944,0.8596534,0.02328053],"genre_scores_gemma":[0.007211988,0.0003647627,0.02244058,0.001151277,0.0001625488,0.0005740581,0.2576509,0.6770658,0.03337801],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4049317,"threshold_uncertainty_score":0.8487928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054993243571703,"score_gpt":0.2711749164897476,"score_spread":0.2406249840540306,"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."}}