{"id":"W4309306996","doi":"10.1016/j.biocon.2022.109815","title":"Past and present effects of habitat amount and fragmentation per se on plant species richness, composition and traits in a deforestation hotspot","year":2022,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ministerio de Ciencia, Tecnología e Innovación Productiva","keywords":"Species richness; Habitat fragmentation; Fragmentation (computing); Habitat; Forest fragmentation; Hotspot (geology); Deforestation (computer science); Ecology; Biology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295431,0.0002062234,0.0002590597,0.0004553009,0.0003439181,0.000721459,0.0003236425,0.000406427,0.001335793],"category_scores_gemma":[0.001798495,0.0001999172,0.0004723751,0.000471144,0.0008380824,0.0004658132,0.0003744251,0.0003923076,0.0001300179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448615,"about_ca_system_score_gemma":0.0001911249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007356815,"about_ca_topic_score_gemma":0.02032443,"domain_scores_codex":[0.9996704,0.0001283778,0.00002976279,0.0000907891,0.000030135,0.00005057113],"domain_scores_gemma":[0.9977265,0.0007728777,0.0006935627,0.0002090065,0.0001476213,0.0004505087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002204536,0.00004595991,0.99576,0.00001476283,0.0001375512,0.00004541355,0.00009236204,0.0004354347,0.001872366,0.00005591079,0.00002692024,0.001292911],"study_design_scores_gemma":[9.871031e-7,0.00003116719,0.99957,0.000001519754,0.00001229632,0.00002467149,0.00003588396,0.0002204577,0.00004848807,0.00001697259,0.00003601235,0.000001720473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994255,0.000227699,0.00004614965,0.00003474345,0.000002715085,7.078266e-7,0.0000830597,0.000001684546,0.0001776168],"genre_scores_gemma":[0.9995982,0.00009371943,0.00005805364,0.00001253535,0.000007557124,0.000001204117,0.00012825,0.000001227793,0.00009939002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007356815,"threshold_uncertainty_score":0.01462799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823267879601456,"score_gpt":0.2266168829287214,"score_spread":0.2083842041327069,"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."}}