{"id":"W3205431618","doi":"10.1111/oik.08618","title":"The internal structure of metacommunities","year":2021,"lang":"en","type":"article","venue":"Oikos","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université de Sherbrooke","funders":"","keywords":"Metacommunity; Ecology; Beta diversity; Computer science; Biodiversity; Biology; Biological dispersal","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":[0.002477728,0.0002635809,0.00065333,0.002699657,0.001063506,0.002936234,0.001019036,0.0006592906,0.002301539],"category_scores_gemma":[0.0204915,0.0004382243,0.0008949703,0.002167773,0.002322989,0.003062108,0.002540975,0.0009840028,0.0003620963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009518834,"about_ca_system_score_gemma":0.0004369692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00269362,"about_ca_topic_score_gemma":0.002991119,"domain_scores_codex":[0.9977602,0.0005644609,0.0001749406,0.0008140914,0.0003728518,0.0003133783],"domain_scores_gemma":[0.9858825,0.006623103,0.002382784,0.003349424,0.001102747,0.0006595235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002997154,0.000133607,0.6781652,0.0005329122,0.0007359324,0.0003547104,0.006345117,0.07699825,0.03319115,0.1112751,0.001821687,0.09014666],"study_design_scores_gemma":[0.00003382167,0.0001132096,0.5227928,0.0001300345,0.0001922621,0.0006166143,0.002326767,0.2521188,0.00495919,0.2100211,0.006590137,0.0001051366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906106,0.0003109805,0.08673618,0.0002863242,0.00001445422,0.00005256781,0.0007163069,0.0002484095,0.005528776],"genre_scores_gemma":[0.9895784,0.00004982826,0.009537683,0.00003067901,0.000008233373,0.00004393664,0.0004530881,0.00004241422,0.00025572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002936234,"threshold_uncertainty_score":0.01310366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007605075454182497,"score_gpt":0.227468640989216,"score_spread":0.2198635655350335,"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."}}