{"id":"W2031847210","doi":"10.1051/0004-6361:20065210","title":"Collisional dust avalanches in debris discs","year":2006,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Planetesimal; Debris; Breakup; Astrophysics; Luminosity; Comet; Observable; Spiral galaxy; Asymmetry; Mechanics; Planet; Stars; Galaxy; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005256877,0.0002403453,0.0002857355,0.00006323212,0.0002077608,0.00008386171,0.0001066434,0.00002554599,0.00007585057],"category_scores_gemma":[7.071475e-7,0.0002253511,0.00009348322,0.000180555,0.0001055478,0.0003180129,0.0001065032,0.0001821271,0.00004046584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002100982,"about_ca_system_score_gemma":0.00003562347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419099,"about_ca_topic_score_gemma":0.000008115815,"domain_scores_codex":[0.9988629,0.000024753,0.0003160458,0.0002731664,0.0001569993,0.0003661402],"domain_scores_gemma":[0.9995781,0.00003829172,0.000120222,0.0001572654,0.00004271165,0.00006336238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006298377,0.0006624414,0.4046042,0.00001578825,0.0001159792,0.000004052398,0.0003786691,0.003683186,0.000487445,0.2523693,0.001960444,0.3356555],"study_design_scores_gemma":[0.004970259,0.0002960717,0.7594393,0.0001200042,0.0001030756,0.00000251197,0.005523356,0.002845253,0.002065565,0.05792864,0.1651519,0.001554054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232442,0.0000423517,0.1707159,0.0001104754,0.00007315938,0.0001433404,0.0001120922,0.00002146918,0.005537015],"genre_scores_gemma":[0.9827211,0.000001418934,0.01631875,0.0000110228,0.0004801217,0.00003242072,0.0001486372,0.00001753359,0.0002689477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3548351,"threshold_uncertainty_score":0.918955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00566233202813504,"score_gpt":0.2024133706494735,"score_spread":0.1967510386213385,"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."}}