{"id":"W6930978279","doi":"10.5281/zenodo.5210906","title":"cf_xarray","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Connective Tissue Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Perspective (graphical); Object (grammar); Process (computing); Set (abstract data type); Product (mathematics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002997873,0.0002193004,0.0001899438,0.0002308536,0.000564611,0.0003446979,0.000969815,0.0002501703,0.09910511],"category_scores_gemma":[0.0006830869,0.0002482469,0.00009117357,0.0002854279,0.0001641581,0.000003121879,0.001687172,0.000291543,0.004166807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005948954,"about_ca_system_score_gemma":0.00001004491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003244359,"about_ca_topic_score_gemma":0.000003310636,"domain_scores_codex":[0.9980438,0.000362515,0.0001566591,0.0006929956,0.0003394185,0.0004045923],"domain_scores_gemma":[0.9985715,0.00000635567,0.00009306763,0.000798223,0.0003430471,0.0001878054],"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":[0.0000218895,0.00006030803,0.000002112718,0.00009107844,0.0001129096,0.00001992297,0.00003911751,7.394962e-7,0.06231111,0.0002439664,0.9125724,0.02452443],"study_design_scores_gemma":[0.0003161774,0.0001686828,0.00007347011,0.00005819389,0.00001017021,0.00007934793,0.00005606453,0.000002852125,0.004084284,0.00001310804,0.9948786,0.0002590424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00046197,0.001865686,0.001322041,0.0001973562,0.0001496688,0.0004481162,0.0004180292,0.0003301052,0.994807],"genre_scores_gemma":[0.02583824,0.00107251,0.0003789334,0.0001800848,0.001614511,1.778398e-7,0.02613863,0.01919593,0.925581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09493831,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136741162310309,"score_gpt":0.2695398138028497,"score_spread":0.2381724021797467,"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."}}