{"id":"W7024455953","doi":"","title":"Restoring earth surface processes through
\\nlandform design. A 13-year monitoring
\\nof a geomorphic reclamation model for
\\nquarries on slopes","year":2010,"lang":"en","type":"article","venue":"Library Open Repository (Universidad Complutense Madrid)","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Erosion; Debris; Slumping; Sinkhole; Landform","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001885753,0.000530443,0.0005986057,0.00009010802,0.001118123,0.0009167274,0.001168866,0.0001769305,0.00009560719],"category_scores_gemma":[0.00001141312,0.0005293973,0.0002421304,0.0004545241,0.0002641785,0.003429478,0.0005188428,0.0006425701,0.00004548651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002790734,"about_ca_system_score_gemma":0.0003655144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003889419,"about_ca_topic_score_gemma":0.00001299837,"domain_scores_codex":[0.9975475,0.0001274877,0.0004374158,0.0008432766,0.0004071493,0.0006371522],"domain_scores_gemma":[0.9979311,0.0003461046,0.0003529766,0.0009022646,0.0002028111,0.000264788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003302272,0.0009377118,0.03918777,0.0004555257,0.0006735678,0.00006111013,0.005499656,0.04196535,0.006113462,0.8940787,0.006241981,0.001482934],"study_design_scores_gemma":[0.009449964,0.00186252,0.01216088,0.001697449,0.0006082014,0.00004276084,0.007024842,0.1019286,0.146356,0.7024419,0.01218795,0.004238839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977541,0.00004276926,0.04118739,0.0005312572,0.000839977,0.001472857,0.0001482172,0.0002575377,0.05776593],"genre_scores_gemma":[0.9752284,0.00001150926,0.0177206,0.00006859539,0.0007720604,0.00006154599,0.000136653,0.0001247891,0.005875824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916367,"threshold_uncertainty_score":0.9997157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669348816411058,"score_gpt":0.2418310072093042,"score_spread":0.2151375190451937,"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."}}