{"id":"W2151586105","doi":"10.1111/j.1467-8306.2003.09304014_5.x","title":"Landscapes of Transition: Landform Assemblages and Transformations in Cold Regions","year":2003,"lang":"en","type":"article","venue":"Annals of the Association of American Geographers","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Landform; Geography; Physical geography; Transition (genetics); Economic geography; Ecology; Cartography; Biology","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":[0.0002025231,0.00005569886,0.0002136344,0.00006284357,0.00009375053,0.000003590717,0.00006253916,0.00001779452,0.00003032499],"category_scores_gemma":[0.00006796981,0.00003732966,0.0001184601,0.0001776679,0.0003194368,0.00006246413,0.000006509521,0.00005110857,2.34726e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006379772,"about_ca_system_score_gemma":0.000008025679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005450732,"about_ca_topic_score_gemma":0.002209294,"domain_scores_codex":[0.9993862,0.00007697129,0.0002358587,0.00005545756,0.0001449027,0.0001006333],"domain_scores_gemma":[0.9994054,0.0001440942,0.0002716221,0.00005366571,0.000106979,0.00001818068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000472958,0.0004709936,0.3215281,0.0001021649,0.0004344909,2.688017e-7,0.09744614,0.0001661845,0.0001764099,0.5708078,0.005912948,0.002907178],"study_design_scores_gemma":[0.002149367,0.001539386,0.4267262,0.0002591777,0.0002538848,8.681113e-7,0.0776994,0.00005159343,0.004891491,0.05020895,0.4355733,0.0006464187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514956,0.0004483547,0.00002107268,0.007721547,0.00005533887,0.0001408873,0.00006069529,0.00001025865,0.0400462],"genre_scores_gemma":[0.9988611,0.0007156715,0.00002389656,0.0001633133,0.000008266823,0.00000613529,0.000001348349,0.000002209252,0.0002180699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205988,"threshold_uncertainty_score":0.152226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239906571508669,"score_gpt":0.2351916002934201,"score_spread":0.2112009431425532,"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."}}