{"id":"W6892981870","doi":"10.5281/zenodo.14609128","title":"ssdtools v2: An R package to fit Species Sensitivity Distributions","year":2025,"lang":"en","type":"other","venue":"UWA Profiles and Research Repository (UWA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Akaike information criterion; Sensitivity (control systems); Confidence interval; Probability distribution; Maximum likelihood; Cumulative distribution function; Distribution (mathematics); Calibration","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":[0.0038477,0.004112329,0.002680815,0.003871707,0.0009479184,0.002800033,0.004160369,0.001346333,0.1664584],"category_scores_gemma":[0.01971011,0.002400646,0.003376703,0.002650005,0.0007325341,0.002960597,0.002972779,0.0029008,0.134476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009750238,"about_ca_system_score_gemma":0.002399438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645402,"about_ca_topic_score_gemma":0.01105222,"domain_scores_codex":[0.9977108,0.0005869757,0.0002339167,0.0006061243,0.0006688753,0.0001932518],"domain_scores_gemma":[0.9942987,0.003555052,0.0004150919,0.0006874229,0.000870443,0.0001731851],"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":[0.0003131528,0.00008939447,0.006127225,0.002517272,0.0007299633,0.0003143199,0.0003188498,0.01281459,0.002947449,0.007374144,0.9108672,0.05558647],"study_design_scores_gemma":[0.000329308,0.0001317342,0.005758089,0.0004980647,0.0003563147,0.0006155606,0.0001096197,0.0600537,0.008266377,0.04102263,0.8825058,0.0003527233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004824892,0.0007868293,0.2135295,0.0004613092,0.0004069258,0.0003845069,0.3560821,0.4081819,0.01534207],"genre_scores_gemma":[0.02924555,0.0007399072,0.2613941,0.0009955311,0.0001826351,0.002031657,0.2771425,0.4077556,0.02051266],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1664584,"threshold_uncertainty_score":0.5568588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713874014955189,"score_gpt":0.3688568480872799,"score_spread":0.301718107937728,"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."}}