{"id":"W6950156718","doi":"10.5281/zenodo.3665600","title":"ioos/erddapy: v0.5.3","year":2020,"lang":"cy","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"","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":[0.003347315,0.004042074,0.001801833,0.002420528,0.0009814242,0.004389849,0.005623734,0.002866138,0.2914864],"category_scores_gemma":[0.01050847,0.003496268,0.002400326,0.001492014,0.001588032,0.005242896,0.004557256,0.003778126,0.3419749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698315,"about_ca_system_score_gemma":0.00157975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005002617,"about_ca_topic_score_gemma":0.003972304,"domain_scores_codex":[0.9976904,0.0003880348,0.000182645,0.0004854841,0.0009334793,0.0003198433],"domain_scores_gemma":[0.9962897,0.0007863866,0.000340534,0.001366304,0.000949933,0.0002672158],"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":[0.0003232919,0.00003162629,0.0004529268,0.0005136615,0.0000501263,0.00005617602,0.00007729523,0.0005252563,0.001830436,0.003480004,0.9643734,0.02828577],"study_design_scores_gemma":[0.0002741308,0.00008448814,0.0008566549,0.0002202128,0.00005819131,0.000227838,0.00002697531,0.003200155,0.01133477,0.005985313,0.9775856,0.0001457552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005873949,0.0003126071,0.02563369,0.0003342394,0.0003084885,0.0001136038,0.02062808,0.9337191,0.01836279],"genre_scores_gemma":[0.0159403,0.0004872297,0.02899133,0.001150552,0.0002362907,0.0005073461,0.08753636,0.8086378,0.05651282],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2914864,"threshold_uncertainty_score":0.9751193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840669797945573,"score_gpt":0.215501238614932,"score_spread":0.1670945406354762,"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."}}