{"id":"W6912563123","doi":"10.5281/zenodo.5602113","title":"HyRiver: Hydroclimate Data Retriever","year":2021,"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":"","funders":"National Science Foundation","keywords":"Labrador Retriever; Context (archaeology); Data collection; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178198,0.002177218,0.001573064,0.00163925,0.0005076929,0.003064155,0.003290411,0.001136203,0.1668553],"category_scores_gemma":[0.002946579,0.001458213,0.001100201,0.002655539,0.0004116065,0.00260026,0.00223628,0.001909412,0.2019384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209578,"about_ca_system_score_gemma":0.0009052115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009755611,"about_ca_topic_score_gemma":0.007869429,"domain_scores_codex":[0.9992806,0.00009809736,0.00005795709,0.0001779613,0.000302371,0.00008294792],"domain_scores_gemma":[0.998857,0.0001904292,0.00005412309,0.000494724,0.0002372634,0.0001663826],"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":[0.0002010436,0.00003183123,0.000412228,0.0002962576,0.00006820674,0.00008021266,0.00007679741,0.001992658,0.001990329,0.002076389,0.9693229,0.02345121],"study_design_scores_gemma":[0.0004841194,0.00003301221,0.001756129,0.00008586943,0.00003314018,0.0001239511,0.00006036981,0.01797989,0.008058822,0.007932073,0.9633281,0.0001245298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001324074,0.0002452797,0.05184194,0.0002805935,0.0001845924,0.0001660836,0.4131896,0.5074152,0.02535269],"genre_scores_gemma":[0.0119987,0.0002710511,0.036746,0.0002598933,0.0001049336,0.0003071316,0.706579,0.2210048,0.02272845],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1668553,"threshold_uncertainty_score":0.5581865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805375814591995,"score_gpt":0.2824425508869322,"score_spread":0.2019049694277327,"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."}}