{"id":"W7096998009","doi":"","title":"109Davidsonia 14:4 Editorial Small, Fragmented and Local Ecosystems","year":2014,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Marsh; Ecosystem; Forest ecology; Flora (microbiology); Climax community; Rainforest; Temperate rainforest","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003097364,0.002568398,0.001985215,0.004438156,0.002773614,0.008239378,0.002245928,0.007286614,0.04262558],"category_scores_gemma":[0.01005711,0.001013981,0.001679709,0.002568007,0.002626949,0.004042698,0.002936146,0.009530729,0.02972348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003539192,"about_ca_system_score_gemma":0.002469956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003054585,"about_ca_topic_score_gemma":0.0063284,"domain_scores_codex":[0.9976633,0.0004030183,0.0002232952,0.0004357385,0.001057012,0.0002176031],"domain_scores_gemma":[0.9931851,0.002671064,0.0004354783,0.0004063527,0.002209055,0.001092948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001292634,0.000007760563,0.00003046385,0.0001792015,0.000005004154,0.00004205359,0.00002327497,0.00001858687,0.00004069965,0.0005046311,0.9943284,0.004807006],"study_design_scores_gemma":[0.000005554324,0.000006324439,0.0001534722,0.0003738777,0.000005641916,0.00006430474,0.00002964967,0.00001493132,0.00002236118,0.0003277483,0.9989908,0.000005278243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000587622,0.02082111,0.0001675385,0.02557391,0.9394251,0.00002536088,0.0001479038,0.00008506712,0.01369525],"genre_scores_gemma":[0.000977708,0.01984662,0.0001602146,0.02411291,0.9125379,0.00005782922,0.0001717007,0.0001127982,0.04202236],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04262558,"threshold_uncertainty_score":0.1425968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616179735162561,"score_gpt":0.1939734099985033,"score_spread":0.1778116126468777,"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."}}