{"id":"W2135547181","doi":"10.1016/s0169-555x(03)00141-7","title":"Zoogeomorphology in the Alpine: some observations on abiotic–biotic interactions","year":2003,"lang":"en","type":"article","venue":"Geomorphology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Abiotic component; Bedrock; Environmental science; Biotic component; Ecology; Ecosystem engineer; Context (archaeology); Ecosystem; Aeolian processes; Hydrology (agriculture); Geology; Geomorphology; Biology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004346412,0.0001373218,0.000168084,0.00006981637,0.0002748157,0.000009243538,0.0002461253,0.0001030098,0.00336196],"category_scores_gemma":[0.0002874109,0.0001068242,0.00004749075,0.0002987075,0.000453199,0.0001060465,0.00005777147,0.0003406154,0.002472029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009982051,"about_ca_system_score_gemma":0.0000123138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430071,"about_ca_topic_score_gemma":0.002851326,"domain_scores_codex":[0.9986417,0.0003549706,0.0002519351,0.0003037761,0.00009675532,0.0003508404],"domain_scores_gemma":[0.9990488,0.0005271047,0.00008260038,0.0002995066,0.000009608115,0.00003233436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004464564,0.001083508,0.6944783,0.000007094854,0.0000562524,0.0002978357,0.002587792,0.009688402,0.004199961,0.2401745,0.04701447,0.0003672506],"study_design_scores_gemma":[0.0006838039,0.0002267878,0.9403929,0.000004377205,0.00002321119,0.0003189925,0.0004869532,0.0005647136,0.0001100526,0.01501036,0.04197582,0.0002020924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743078,0.00004309497,0.0001313626,0.008293256,0.0006435451,0.0002615215,0.00001136162,0.00002246866,0.01628555],"genre_scores_gemma":[0.9886304,0.00004274596,0.0003421733,0.009562206,0.00002121811,0.00006082137,0.00003066395,0.000008437022,0.001301377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459145,"threshold_uncertainty_score":0.9983047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381417215444931,"score_gpt":0.2536508834878154,"score_spread":0.2298367113333661,"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."}}