{"id":"W2102175420","doi":"10.1016/j.chnaes.2009.07.006","title":"Some theoretical considerations: From landscape ecology to waterscape ecology","year":2009,"lang":"en","type":"article","venue":"Acta Ecologica Sinica","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ecology; Prosperity; Government (linguistics); Scope (computer science); Tourism; Landscape ecology; Geography; Environmental resource management; Environmental planning; Political science; Biology; Habitat; Archaeology; Environmental science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002515903,0.0001987442,0.0002959087,0.00004393454,0.000196192,0.00005442813,0.0003247892,0.0001520171,0.0637965],"category_scores_gemma":[0.0003617622,0.0001537498,0.00007834248,0.0001136331,0.0002403031,0.0001420662,0.001680663,0.0001636788,0.003160402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009170413,"about_ca_system_score_gemma":0.00001455575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003206067,"about_ca_topic_score_gemma":0.0005431874,"domain_scores_codex":[0.9982862,0.000139691,0.0003379485,0.0005811738,0.000150186,0.0005048154],"domain_scores_gemma":[0.9987988,0.0005295372,0.00006916865,0.0003907076,0.000009135158,0.0002026195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000356149,0.002371866,0.05963822,0.000003789448,0.0001417307,0.0004514405,0.0005639424,0.0006565091,0.01081814,0.2609773,0.6253268,0.03869408],"study_design_scores_gemma":[0.0004433378,0.001098755,0.5367818,0.000001315418,0.00003253061,0.000008069668,0.00005255242,0.0001726644,0.000152004,0.4353659,0.02564492,0.0002461623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.855348,0.000009061622,0.00001281477,0.07254243,0.0003425021,0.000535868,0.00001339271,0.0001402608,0.0710557],"genre_scores_gemma":[0.9723486,0.00004397017,0.001889644,0.0250506,0.0001213386,0.00005004332,0.00002603405,0.000007780153,0.000461999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5996819,"threshold_uncertainty_score":0.9976158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009236232223944311,"score_gpt":0.2244799979411114,"score_spread":0.2152437657171671,"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."}}