{"id":"W2981980573","doi":"10.48550/arxiv.1910.09712","title":"LRP2020: The cosmic origin and evolution of the elements","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COSMIC cancer database; Astrobiology; Astronomy; Physics; Astrophysics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002349201,0.0007186367,0.0003402793,0.001692668,0.001496297,0.003693306,0.0012908,0.001322687,0.02525934],"category_scores_gemma":[0.005624931,0.0002426036,0.0003381482,0.002776825,0.001120508,0.002809686,0.002191859,0.001344541,0.01572659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004021891,"about_ca_system_score_gemma":0.004171072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.051743,"about_ca_topic_score_gemma":0.03362843,"domain_scores_codex":[0.9991936,0.00008706978,0.00001664519,0.0001210658,0.000426352,0.0001553137],"domain_scores_gemma":[0.997792,0.0001914222,0.0001962195,0.0003164692,0.0008276581,0.0006762716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000237964,0.00003819982,0.007099105,0.0003589635,0.00003284894,0.0001331687,0.0002337072,0.0008330128,0.001802582,0.04977621,0.7762769,0.1631774],"study_design_scores_gemma":[0.00001326845,0.00003361068,0.009878813,0.00008672091,0.000007710392,0.0001147361,0.0001035427,0.0006659747,0.000668689,0.009317675,0.9790941,0.00001517823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06582214,0.02635083,0.02168688,0.06129077,0.01348479,0.000289769,0.1383831,0.0181554,0.6545362],"genre_scores_gemma":[0.3912857,0.02059454,0.05621782,0.01697112,0.005723918,0.0005314417,0.293823,0.009533093,0.2053192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.051743,"threshold_uncertainty_score":0.1028836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534481194133827,"score_gpt":0.1787070915443011,"score_spread":0.1433622796029628,"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."}}