{"id":"W4240595019","doi":"10.1215/9781478012139","title":"Slow Disturbance","year":2021,"lang":"en","type":"book","venue":"","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disturbance (geology); Computer science; Geology; Geomorphology","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":[0.0001736251,0.0004386511,0.0001957598,0.0006170386,0.001112264,0.002438771,0.0003721244,0.0005912531,0.1319432],"category_scores_gemma":[0.0006158515,0.000135908,0.0002008856,0.0007142536,0.0008577993,0.001181145,0.001248467,0.00111287,0.05477852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139874,"about_ca_system_score_gemma":0.00063631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009887163,"about_ca_topic_score_gemma":0.02327333,"domain_scores_codex":[0.99985,0.00001357448,0.000005147475,0.00004714577,0.00005133585,0.00003271571],"domain_scores_gemma":[0.9997922,0.00002335932,0.00001804617,0.0000429275,0.00005839565,0.00006522357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008207452,0.00003689066,0.001578793,0.0002064134,0.000009262099,0.0002166375,0.001180494,0.0002243098,0.001040721,0.07727347,0.6143454,0.3038056],"study_design_scores_gemma":[0.000002600507,0.00001128889,0.001523909,0.00003978613,0.000001471425,0.0001130927,0.0001686261,0.0000316285,0.00008315288,0.00151044,0.996511,0.000003069683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003496832,0.003067675,0.002567746,0.002245047,0.001748006,0.00004965256,0.0009373316,0.0004040828,0.9854836],"genre_scores_gemma":[0.02106982,0.001234932,0.0003295052,0.0006583885,0.0001630814,0.00001634863,0.0002843208,0.0001147634,0.9761289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1319432,"threshold_uncertainty_score":0.4413941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291277439129566,"score_gpt":0.2363380666022025,"score_spread":0.2234252922109068,"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."}}