{"id":"W2794464238","doi":"10.11646/zoosymposia.12.1.8","title":"<strong>Carabid and spider population dynamics on urban green roofs</strong>","year":2018,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Universities Space Research Association","keywords":"Biological dispersal; Ecology; Habitat; Species richness; Ground beetle; Spider; Geography; Threatened species; Biodiversity; Green roof; Abundance (ecology); Population; Biology; Roof","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":[0.000216843,0.0002360962,0.0002205748,0.00006092789,0.0004719057,0.00003236638,0.000181533,0.0001597455,0.0003733277],"category_scores_gemma":[0.00003144866,0.0002246655,0.00005725379,0.0001618606,0.0004092103,0.0002544742,0.0001933235,0.0001490518,0.0006580945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800651,"about_ca_system_score_gemma":0.000008992421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002845236,"about_ca_topic_score_gemma":0.01167374,"domain_scores_codex":[0.9985256,0.00007691496,0.0002771823,0.0004835651,0.0002490134,0.0003877364],"domain_scores_gemma":[0.9993763,0.00006486503,0.0001354235,0.0002921715,0.00002028554,0.0001109588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005347392,0.0001429779,0.9507673,0.00001139496,0.00005616971,0.000005888739,0.0007346878,0.0004789028,0.0008591487,0.04211346,0.001959489,0.002817145],"study_design_scores_gemma":[0.0004193303,0.0004247422,0.9594622,0.00001468322,0.00004007311,0.00000833407,0.00003686822,0.03466043,0.00004596389,0.002119091,0.002493273,0.000274979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540292,0.00006346921,0.0007569156,0.0009966108,0.000347488,0.0002690651,0.00001932041,0.00008001786,0.04343792],"genre_scores_gemma":[0.9944559,0.00002014176,0.0006128307,0.0003249762,0.0001594483,0.00002077283,0.00006016086,0.00002502406,0.004320722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04042673,"threshold_uncertainty_score":0.9161593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007246995589607022,"score_gpt":0.2256116471544067,"score_spread":0.2183646515647997,"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."}}