{"id":"W6911922446","doi":"10.5281/zenodo.14927639","title":"globalbioticinteractions/globalbioticinteractions: v0.27.7","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Key (lock); Upgrade; Graph; Table (database)","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":[0.00181737,0.003743763,0.001834076,0.002427512,0.001432784,0.004222634,0.005067924,0.002907035,0.2897778],"category_scores_gemma":[0.005595085,0.003670474,0.002706295,0.002591613,0.0009797674,0.006522688,0.006424321,0.004255007,0.3988845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186752,"about_ca_system_score_gemma":0.001603415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111253,"about_ca_topic_score_gemma":0.01142322,"domain_scores_codex":[0.9986713,0.0001514395,0.00009016719,0.0002936851,0.0005862557,0.0002072597],"domain_scores_gemma":[0.9979278,0.0003030984,0.0001076035,0.0009224178,0.0004805098,0.000258573],"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":[0.0001465604,0.0000269766,0.0004675432,0.0003613987,0.00004799962,0.00005156788,0.00009469375,0.0003990799,0.001404496,0.002967405,0.9823352,0.01169698],"study_design_scores_gemma":[0.0001155031,0.00001736155,0.0006118772,0.00007502431,0.00002339556,0.0001054669,0.00004390367,0.001504828,0.003537431,0.006401262,0.9874993,0.00006463707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006855471,0.0002840854,0.02861864,0.0003861765,0.0003045404,0.0001403804,0.108794,0.8313318,0.02945489],"genre_scores_gemma":[0.007604463,0.0003220826,0.0267019,0.0007987753,0.00009454899,0.0003982362,0.3320946,0.6036784,0.02830706],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2897778,"threshold_uncertainty_score":0.9694033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593910192950854,"score_gpt":0.2790990128745977,"score_spread":0.2531599109450892,"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."}}