{"id":"W4360818931","doi":"10.48550/arxiv.2303.12129","title":"Dark Exoplanets","year":2023,"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":"Carleton University","funders":"California Institute of Technology; National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"Exoplanet; Transit (satellite); Physics; Astronomy; Light curve; RADIUS; Opacity; Astrophysics; Planet; Computer science; Optics","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":[0.0003462992,0.0003853035,0.0002946721,0.0007785469,0.0007369484,0.0009539007,0.0002815795,0.0002839586,0.002076433],"category_scores_gemma":[0.0009016808,0.0001862908,0.000248832,0.0006382899,0.0007689969,0.001321158,0.001748258,0.0004897572,0.0004074768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298788,"about_ca_system_score_gemma":0.0001063916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739437,"about_ca_topic_score_gemma":0.0007047817,"domain_scores_codex":[0.9997877,0.00002004211,0.000009524062,0.0001264115,0.00002645636,0.00002983128],"domain_scores_gemma":[0.9993833,0.00008180987,0.0001982916,0.0001811013,0.00004102266,0.0001145501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006324066,0.00005014443,0.798424,0.0003119511,0.00027031,0.001760475,0.003094797,0.002764312,0.05704339,0.05380945,0.002613066,0.07922578],"study_design_scores_gemma":[0.00004033585,0.0002014813,0.8421063,0.00008645312,0.0001199281,0.0039586,0.002526711,0.006686063,0.01670573,0.05453664,0.07297295,0.00005883212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684623,0.0007546625,0.01670081,0.0002285651,0.00002384203,0.00002752467,0.0007566912,0.0002420958,0.01280337],"genre_scores_gemma":[0.9937263,0.0001542043,0.003879707,0.00005991069,0.00001583173,0.00001006601,0.0004490436,0.00003118792,0.001673709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002076433,"threshold_uncertainty_score":0.006946385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07192171103900204,"score_gpt":0.1865115375274805,"score_spread":0.1145898264884784,"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."}}