{"id":"W6949907005","doi":"10.5281/zenodo.3746956","title":"HBClab/NiBetaSeries: v0.6.0rc1","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Sphinx; Series (stratigraphy); Feature (linguistics); Residual; Time series","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":[0.002497689,0.002819331,0.001467747,0.002787421,0.001022826,0.005922385,0.005545703,0.001668164,0.6896518],"category_scores_gemma":[0.01429092,0.004123802,0.002007907,0.002907634,0.0006795233,0.005506265,0.003838576,0.003867289,0.7714877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220798,"about_ca_system_score_gemma":0.001406156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008992527,"about_ca_topic_score_gemma":0.006594365,"domain_scores_codex":[0.9988877,0.0001280721,0.00009367032,0.000285509,0.0004390294,0.0001659573],"domain_scores_gemma":[0.9944629,0.001107096,0.0002983657,0.001803942,0.001852998,0.0004745839],"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":[0.00008402199,0.00001603871,0.000245073,0.0001531835,0.00001403901,0.00002486356,0.000056505,0.000176731,0.0003263132,0.0008736022,0.9859161,0.01211355],"study_design_scores_gemma":[0.0002041791,0.00002876068,0.001292122,0.0001303489,0.00001853254,0.00008668076,0.00004070592,0.001325398,0.003542386,0.003586909,0.9896547,0.00008932993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006581972,0.0001428845,0.02337815,0.0004187638,0.0005854802,0.0001370754,0.2059938,0.7094555,0.05923013],"genre_scores_gemma":[0.003800636,0.0001473012,0.01522992,0.00034956,0.0002080317,0.0003150838,0.1643413,0.7591852,0.05642301],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6896518,"threshold_uncertainty_score":0.442674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843533736738552,"score_gpt":0.1906442359253859,"score_spread":0.1722088985580004,"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."}}