{"id":"W6949948249","doi":"10.5281/zenodo.5154291","title":"keonlee9420/VAENAR-TTS: v1.0.0","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Action (physics); Work (physics); Identification (biology); Process (computing)","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":[0.00189838,0.003561275,0.002059903,0.002087643,0.001060097,0.00571223,0.006478251,0.002989781,0.5096966],"category_scores_gemma":[0.004936186,0.002006269,0.001840363,0.00261292,0.0008549711,0.004009596,0.003500736,0.002739838,0.6754718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974956,"about_ca_system_score_gemma":0.001350341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079561,"about_ca_topic_score_gemma":0.008037144,"domain_scores_codex":[0.9985765,0.0002187424,0.00007202991,0.0002918431,0.0006012895,0.0002395885],"domain_scores_gemma":[0.9978688,0.0002727471,0.0001116386,0.0008737567,0.0005887984,0.0002843319],"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":[0.0002241754,0.00001812305,0.0001837685,0.0001771009,0.00003950586,0.00003995987,0.00003264978,0.001067469,0.0008528888,0.003512953,0.9826255,0.01122584],"study_design_scores_gemma":[0.000227204,0.00003680548,0.0005161781,0.00007225968,0.00002116871,0.00008955855,0.00002442802,0.005568849,0.004429461,0.008051247,0.9808601,0.0001026839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001428517,0.0004363557,0.03528794,0.0007035405,0.0007647235,0.0001538123,0.2879418,0.5081338,0.1651494],"genre_scores_gemma":[0.01759458,0.0003377282,0.02001978,0.0006958362,0.000283722,0.0004056319,0.4048431,0.416309,0.1395106],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5096966,"threshold_uncertainty_score":0.6993583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200006499159895,"score_gpt":0.2094946375228903,"score_spread":0.1874945725312913,"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."}}