{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003510706,0.0004662506,0.0004651878,0.0003981305,0.005062014,0.007459802,0.002146701,0.0002245423,0.705735],"category_scores_gemma":[0.0001984886,0.000460654,0.0001876158,0.0003407492,0.0004618377,0.001121818,0.002247863,0.0006483291,0.2015984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061678,"about_ca_system_score_gemma":0.00001118267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257344,"about_ca_topic_score_gemma":0.000002468098,"domain_scores_codex":[0.9970577,0.0003181555,0.0006841373,0.000624439,0.0006916942,0.000623812],"domain_scores_gemma":[0.9978008,0.00002821138,0.0005232487,0.0007049448,0.0005511112,0.0003917029],"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":[0.00005043874,0.00007502225,2.062602e-7,0.0004202372,0.0001552557,0.00001024291,0.01835204,0.000003646499,0.00002025038,0.1668828,0.7842261,0.02980382],"study_design_scores_gemma":[0.000599398,0.0003364643,0.00001836401,0.000165067,0.00005490438,0.00002520078,0.007373425,0.0002612386,0.00002361,0.0003017564,0.9903071,0.0005334729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009442658,0.0004960114,0.0001710349,0.004420867,0.0006025954,0.0007020805,0.001980451,0.001487019,0.9900455],"genre_scores_gemma":[0.02797776,0.002579905,0.0003055372,0.008960246,0.00909838,1.967771e-7,0.03089945,0.0240361,0.8961424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5041366,"threshold_uncertainty_score":0.9997845,"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."}}