{"id":"W2806261660","doi":"10.1002/esp.4434","title":"Connectivity as an emergent property of geomorphic systems","year":2018,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":406,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Landform; Temporal scales; Metric (unit); Landscape connectivity; Computer science; Geology; Data science; Ecology; Geomorphology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005592459,0.0001244411,0.000216504,0.001175516,0.0004905129,0.001849471,0.0002769241,0.0004211511,0.001277929],"category_scores_gemma":[0.004071712,0.0001426221,0.0002075468,0.001027542,0.002430906,0.002869783,0.00065946,0.0004817473,0.00006664117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008651653,"about_ca_system_score_gemma":0.000263271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587916,"about_ca_topic_score_gemma":0.001557039,"domain_scores_codex":[0.9996033,0.0001283636,0.00002639818,0.00009626796,0.0000987849,0.00004685751],"domain_scores_gemma":[0.9962029,0.002324233,0.000666375,0.0002491541,0.0003019478,0.0002553973],"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":[0.000052201,0.00004083841,0.06422576,0.0001715638,0.00007175359,0.0005660509,0.001700743,0.07101332,0.005199006,0.8333048,0.00232022,0.02133379],"study_design_scores_gemma":[0.00001996206,0.00006539024,0.06950259,0.00004850172,0.00003096222,0.0005801456,0.001108657,0.1353707,0.000831308,0.7860499,0.006359527,0.00003228536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983613,0.0004378262,0.08130965,0.001654939,0.00003715067,0.00004930374,0.0006335029,0.0001607403,0.01735565],"genre_scores_gemma":[0.994772,0.00009878026,0.004703985,0.00002432902,0.00002146766,0.00001959823,0.0001232177,0.000009345439,0.0002272903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001849471,"threshold_uncertainty_score":0.006277204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191653695072494,"score_gpt":0.2219788577255495,"score_spread":0.2100623207748246,"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."}}