{"id":"W4249498942","doi":"10.53910/26531313-e200471424-426230","title":"Ecology in the natural city: Testing and applying the Urban Cliff Hypothesis","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cliff; Ecology; Biodiversity; Nova scotia; Geography; Urban ecology; Natural (archaeology); Applied ecology; SAINT; Archaeology; Biology; History; Nature Conservation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005226187,0.00009606154,0.0001381559,0.000004221955,0.0006614703,0.00006353875,0.0001755749,0.00004919337,0.00000411941],"category_scores_gemma":[0.0006399043,0.00002186364,0.00002479274,0.0001338066,0.0003507131,0.00002186009,0.00007820904,0.0002040187,0.000002929027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006689526,"about_ca_system_score_gemma":0.000006014716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000367729,"about_ca_topic_score_gemma":0.008939772,"domain_scores_codex":[0.9993705,0.0001102583,0.0001205908,0.0001380071,0.00006739747,0.0001932528],"domain_scores_gemma":[0.993879,0.00599514,0.00004946184,0.00003920653,0.00001460817,0.00002262468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579221,0.0001227603,0.6664055,0.00001794324,0.0001261852,0.00006482517,0.004283726,0.00002581359,0.00158804,0.09247178,0.004217282,0.2304182],"study_design_scores_gemma":[0.0004564812,0.00008936539,0.8997855,0.00001120724,0.00003233474,0.00006325071,0.001145742,0.0000721004,0.000006799805,0.09052257,0.007719485,0.0000952143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753866,0.001325783,0.00000141349,0.0216504,0.0001311375,0.0003108026,0.00000861237,0.00001151025,0.001173782],"genre_scores_gemma":[0.9972357,0.0001695717,0.000141554,0.002122603,0.0002179941,0.00002877102,0.000001216033,5.198571e-7,0.00008210434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333799,"threshold_uncertainty_score":0.5087562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637524358195584,"score_gpt":0.2023760258559154,"score_spread":0.1760007822739596,"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."}}