{"id":"W1999450847","doi":"10.1016/j.landurbplan.2007.09.011","title":"Perceptions of landscape change in a rural British Columbia community","year":2007,"lang":"en","type":"article","venue":"Landscape and Urban Planning","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stewardship (theology); Plan (archaeology); Environmental resource management; Landscape planning; Geography; Landscape assessment; Environmental planning; Environmental stewardship; Cultural landscape; Local community; Landscape design; Political science; Politics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345771,0.00005119364,0.0001010251,0.00003459402,0.0002333674,0.00004966632,0.0001005378,0.00004317518,0.0009015531],"category_scores_gemma":[0.000007508305,0.00006779168,0.00002216014,0.000161813,0.00006476334,0.000087234,0.0001626638,0.0001202983,0.00000951592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001465316,"about_ca_system_score_gemma":0.000001425314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02017791,"about_ca_topic_score_gemma":0.03957259,"domain_scores_codex":[0.9994776,0.00003601156,0.0001243951,0.00008707018,0.0001102911,0.0001645807],"domain_scores_gemma":[0.9997655,0.00004194255,0.00004138374,0.00009644782,0.000004275628,0.00005040533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008234975,0.00004831099,0.9887992,0.00001229747,0.000004181643,0.00001180442,0.005442884,0.000007069396,0.00005606539,2.623756e-7,0.003653831,0.001955872],"study_design_scores_gemma":[0.0003800881,0.00004065508,0.9889098,0.00004633961,0.000009111571,0.000007032082,0.007451161,0.0002566589,0.000001253022,0.000009862306,0.002802685,0.00008534485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908237,0.0001688097,0.00001477282,0.00003403473,0.00002720721,0.000107586,0.00001071724,0.0000171331,0.008796039],"genre_scores_gemma":[0.9989679,0.00003067096,0.00006232926,0.0001651011,0.00002595517,0.000002564664,0.0000287111,0.000003355446,0.0007133865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01939468,"threshold_uncertainty_score":0.9871374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626804575827257,"score_gpt":0.2199560489400252,"score_spread":0.2036880031817526,"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."}}