{"id":"W6931239252","doi":"10.5281/zenodo.6645466","title":"Investigation of the Orbital Period and Mass Relations for W UMa-type Contact Systems by Using Gaia EDR3 Parallax","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Indigenous Peoples' Health","funders":"","keywords":"Orbital period; Parallax; Orbital elements; Sample (material); Orbital mechanics; Orbital inclination","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":[0.0002975412,0.0002705483,0.0002153449,0.001168361,0.0002962295,0.0003826574,0.0002805042,0.0002599477,0.0006877319],"category_scores_gemma":[0.001206685,0.000172412,0.0003721077,0.0009930142,0.000168714,0.0005503912,0.0003336409,0.000321303,0.0002107193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249986,"about_ca_system_score_gemma":0.0001328868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889575,"about_ca_topic_score_gemma":0.003041086,"domain_scores_codex":[0.9998989,0.00001260939,0.000007672783,0.00004478054,0.00002092097,0.00001508208],"domain_scores_gemma":[0.9995265,0.0001431597,0.0001647961,0.00008122991,0.00005136472,0.00003293292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002924616,0.00009547803,0.8340986,0.0002367306,0.0002442874,0.0007839841,0.0005817941,0.06086157,0.04033803,0.002895427,0.001066034,0.05850561],"study_design_scores_gemma":[0.00002748479,0.00009677406,0.6701293,0.00002018716,0.0001176272,0.0005758099,0.0001861557,0.3144072,0.009689994,0.001467471,0.003246316,0.00003567807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908882,0.0004398742,0.006413681,0.00004176976,0.000008135465,0.00001382209,0.0003176913,0.0001237892,0.001753026],"genre_scores_gemma":[0.9972874,0.00009276884,0.002040826,0.000005537486,0.000007135073,0.000005691034,0.0003648677,0.00003363741,0.0001622188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001889575,"threshold_uncertainty_score":0.003757179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171888679077626,"score_gpt":0.265095803003332,"score_spread":0.2133769162125557,"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."}}