{"id":"W4385311750","doi":"10.59962/9780774835503","title":"Levelling the Lake","year":2019,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Levelling; Geography; Geology; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001043318,0.0004400702,0.0001521858,0.0008480117,0.005288222,0.003391556,0.000383247,0.0008240486,0.05543123],"category_scores_gemma":[0.0002808593,0.0002000308,0.000193704,0.001072756,0.002130164,0.002318763,0.001859495,0.001172132,0.007992065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116367,"about_ca_system_score_gemma":0.009812008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5056821,"about_ca_topic_score_gemma":0.8670263,"domain_scores_codex":[0.9998683,0.000007876018,0.000002663369,0.00003043667,0.00005654812,0.00003431358],"domain_scores_gemma":[0.9999226,0.000008245144,0.000004175831,0.000006142324,0.00003111928,0.00002765479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001683448,0.00001068018,0.0007174772,0.00009936481,0.000002394771,0.0002426131,0.005761805,0.000143266,0.0005111851,0.1398638,0.7338151,0.1188155],"study_design_scores_gemma":[8.236436e-7,0.00000265388,0.0003929116,0.00004077211,0.000001052251,0.00003991763,0.0006636035,0.00002648127,0.00005783958,0.002514838,0.9962565,0.000002583237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003787415,0.01332078,0.00113549,0.01306921,0.00131395,0.00004320246,0.0003730922,0.0002032143,0.9667536],"genre_scores_gemma":[0.01136237,0.003891876,0.0008427477,0.001423856,0.00007396702,0.0000134213,0.0001285755,0.00008172519,0.9821814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5056821,"threshold_uncertainty_score":0.9944582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157300318586437,"score_gpt":0.1938473988100436,"score_spread":0.1722743956241793,"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."}}