{"id":"W4400143701","doi":"10.1016/b978-0-443-21439-4.00009-2","title":"Exoplanet demographics: Physical and orbital properties","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Demographics; Exoplanet; Astrobiology; Physics; Astronomy; Sociology; Demography; Planet","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":[0.0001722324,0.0002474022,0.0001315525,0.0008930413,0.0002130596,0.00075033,0.0002086554,0.0001625655,0.05681374],"category_scores_gemma":[0.0006963139,0.00008681673,0.0000699437,0.001825692,0.000143743,0.0007122722,0.0003224562,0.0002206701,0.02064918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992321,"about_ca_system_score_gemma":0.00021879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873575,"about_ca_topic_score_gemma":0.005570036,"domain_scores_codex":[0.9999409,0.00000820421,0.000004742657,0.00001684753,0.00001952785,0.000009769899],"domain_scores_gemma":[0.9997743,0.00006484866,0.00006060514,0.0000150573,0.00004798643,0.00003710403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001768242,0.00007909486,0.242389,0.0001207891,0.00002376587,0.0002869886,0.001709257,0.0005867406,0.001203415,0.008906421,0.1886851,0.5558326],"study_design_scores_gemma":[0.000007996918,0.00007920687,0.5220558,0.0001558658,0.00002133671,0.002376444,0.002040279,0.0004362479,0.0002924062,0.006560641,0.4659618,0.00001203641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3141765,0.0356824,0.002571809,0.002205151,0.0001967826,0.00005069991,0.04274373,0.0006449262,0.601728],"genre_scores_gemma":[0.4970828,0.02145918,0.001658988,0.0004638331,0.0002079516,0.00004834363,0.01772102,0.0002497526,0.4611082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05681374,"threshold_uncertainty_score":0.1900609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394544419288759,"score_gpt":0.2098092667538395,"score_spread":0.1958638225609519,"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."}}