{"id":"W7084602729","doi":"10.5281/zenodo.17260665","title":"tripal/tripal: Release v4.0.0-alpha3","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"SQL; Field (mathematics); Set (abstract data type); Class (philosophy); Sequence (biology); Feature (linguistics); Synonym (taxonomy); Function (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002491161,0.00408168,0.001669519,0.002677803,0.001296107,0.006771297,0.006932858,0.002344262,0.5175375],"category_scores_gemma":[0.01234352,0.00377326,0.003072513,0.002090262,0.001022575,0.00773511,0.006049895,0.00454203,0.6926423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654192,"about_ca_system_score_gemma":0.001896981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008167342,"about_ca_topic_score_gemma":0.005093404,"domain_scores_codex":[0.9975057,0.0002382428,0.0002172395,0.0004842508,0.001065284,0.0004892698],"domain_scores_gemma":[0.9942012,0.00084086,0.0002228425,0.001945121,0.002307478,0.0004825131],"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":[0.0002099613,0.00002149694,0.0002521107,0.0002431029,0.0000231547,0.00005689549,0.00006960757,0.0001681326,0.0009401147,0.00102406,0.9824991,0.01449221],"study_design_scores_gemma":[0.0001480872,0.00005521729,0.001020551,0.00016194,0.00003493261,0.0002379483,0.00009614822,0.001311452,0.008248713,0.002674379,0.9858692,0.0001414181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000635225,0.0002505987,0.02278745,0.0003387736,0.0004180023,0.0001834179,0.05754941,0.8754815,0.04235557],"genre_scores_gemma":[0.007599639,0.0003412276,0.01389843,0.0009176859,0.0001450202,0.0004202129,0.1586308,0.7420371,0.07600997],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5175375,"threshold_uncertainty_score":0.6881742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453505155063402,"score_gpt":0.314977295127196,"score_spread":0.270442243576562,"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."}}