{"id":"W2173407148","doi":"10.1672/0277-5212(2003)023[0921:cposuw]2.0.co;2","title":"Cultural perceptions of small urban wetlands: Cases from the Halifax Regional Municipality, Nova Scotia, Canada","year":2003,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"NSCAD University; Ministry of Natural Resources","keywords":"Wetland; Geography; Context (archaeology); Nova scotia; Landscape ecology; Wildlife; Habitat; Environmental planning; Natural (archaeology); Environmental resource management; Ecology; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002211964,0.0002068234,0.0002420997,0.00001590954,0.0001928088,0.00003791805,0.000428463,0.00007575328,0.002960616],"category_scores_gemma":[0.00009053687,0.0001395883,0.000101107,0.0002295641,0.0001729994,0.00009516058,0.0001735697,0.0001738282,0.000106203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466275,"about_ca_system_score_gemma":0.00008961865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9548063,"about_ca_topic_score_gemma":0.9983488,"domain_scores_codex":[0.9984335,0.0001431091,0.0003491271,0.0003153897,0.0004092401,0.0003496201],"domain_scores_gemma":[0.9989327,0.0002428228,0.0001304386,0.0005319241,0.00002158433,0.0001405065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000137545,0.00004429773,0.9628745,0.00000649664,0.00002638154,0.00001588842,0.0006316554,0.0005439442,0.0002900405,0.0002333862,0.03520749,0.0001121485],"study_design_scores_gemma":[0.0007822515,0.00007768799,0.9376191,0.00006472319,0.00007736395,0.0001560416,0.00405192,0.0024176,0.00008004538,0.0002029878,0.0540175,0.000452799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857715,0.00004415168,0.00006084792,0.0004588029,0.0002893149,0.0001691353,0.0003847429,0.00002069463,0.01280084],"genre_scores_gemma":[0.9975534,0.00001581019,0.0002241964,0.0003360513,0.00008459729,0.000006023165,0.0002564194,0.0000165941,0.001506913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0435425,"threshold_uncertainty_score":0.9979508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323888539677194,"score_gpt":0.2275845435234851,"score_spread":0.2043456581267132,"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."}}