{"id":"W2189828825","doi":"10.2980/21-(3-4)-3720","title":"Spatial variance in soil microarthropod communities: Niche, neutrality, or stochasticity?","year":2014,"lang":"en","type":"article","venue":"Ecoscience","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Species richness; Abundance (ecology); Ecology; Ordination; Moss; Relative abundance distribution; Spatial ecology; Relative species abundance; Niche; Biology; Niche differentiation; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005085408,0.0001233072,0.0002033611,0.00001632056,0.000520119,0.00005605957,0.0004712209,0.00006319606,0.0004492448],"category_scores_gemma":[0.0001400118,0.00005005083,0.00003835456,0.0003919148,0.0003434261,0.000157471,0.0002273894,0.000160843,0.00005648979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003174435,"about_ca_system_score_gemma":0.00001829413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641234,"about_ca_topic_score_gemma":0.3318949,"domain_scores_codex":[0.99892,0.0001325058,0.0002064673,0.0002429267,0.0001058429,0.0003922061],"domain_scores_gemma":[0.9992222,0.0005311686,0.000069533,0.00008319653,0.00003075065,0.00006317686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003470335,0.001086556,0.7675794,0.00004177347,0.00002654795,0.00002498503,0.004096855,0.001054053,0.02257784,0.003181145,0.004222712,0.195761],"study_design_scores_gemma":[0.0003402025,0.0006003263,0.9573018,0.00003017657,0.000005171407,0.00001026038,0.00183646,0.004311775,0.0004667736,0.000709438,0.03407102,0.0003165831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949292,0.00002705851,0.000346051,0.002043618,0.0003170978,0.0001545213,0.00001523923,0.0000388675,0.002128377],"genre_scores_gemma":[0.9984971,0.00002844704,0.0001072369,0.0008447621,0.0001261436,0.00003434436,0.000003530854,4.533098e-7,0.0003579399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272537,"threshold_uncertainty_score":0.7016189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067002535424389,"score_gpt":0.2310644709577783,"score_spread":0.2003944456035344,"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."}}