{"id":"W4402222794","doi":"10.1038/s41586-024-07877-0","title":"Gravitational instability in a planet-forming disk","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Science and Technology Facilities Council","keywords":"Planet; Gravitational instability; Instability; Astrobiology; Physics; Gravitation; Astronomy; Mechanics","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":[0.00009563946,0.0001428456,0.0002387786,0.000398678,0.0007686053,0.0006391774,0.0004936384,0.0004211869,0.001022621],"category_scores_gemma":[0.0008382989,0.0001131452,0.0001228841,0.000228849,0.0006822739,0.0003816167,0.0005912334,0.0003174004,0.0002116911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772466,"about_ca_system_score_gemma":0.0001514983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625841,"about_ca_topic_score_gemma":0.0008541356,"domain_scores_codex":[0.9999714,0.000006453495,0.000002150553,0.000006337799,0.000006856495,0.000006706063],"domain_scores_gemma":[0.9997522,0.00008185966,0.00005277314,0.00002201087,0.00002518322,0.00006599354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003295257,0.0007977824,0.2116133,0.000375892,0.000372145,0.03493358,0.00354693,0.09026387,0.4353039,0.1465628,0.008237593,0.064697],"study_design_scores_gemma":[0.0006073743,0.001176885,0.350238,0.00004192269,0.0001971773,0.01425467,0.002072369,0.461309,0.02338945,0.1344776,0.01211382,0.0001218051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920923,0.0003997418,0.0008597489,0.0002345866,0.00001651695,0.000008686332,0.00001970824,0.00003050279,0.006338113],"genre_scores_gemma":[0.9989703,0.00005795462,0.0002064991,0.00002381483,0.0000197179,0.000001918206,0.00001448197,0.000003867536,0.0007014775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001625841,"threshold_uncertainty_score":0.003462613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005719989897732993,"score_gpt":0.2564047332282376,"score_spread":0.2506847433305046,"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."}}