{"id":"W4391170304","doi":"10.1111/ele.14358","title":"How collectively integrated are ecological communities?","year":2024,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche; European Commission; H2020 Marie Skłodowska-Curie Actions; Laboratoire d'Excellence TULIP","keywords":"Ecology; Community; Abiotic component; Metric (unit); Population; Ecological systems theory; Reductionism; Biology; Habitat; Sociology","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":[0.003355697,0.000467868,0.001063683,0.003470834,0.001752303,0.007397735,0.0009455979,0.001510542,0.002506426],"category_scores_gemma":[0.0158209,0.0007733768,0.000817074,0.001616726,0.01023521,0.01502882,0.004621775,0.001239046,0.0005539841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047315,"about_ca_system_score_gemma":0.001065658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792133,"about_ca_topic_score_gemma":0.003183485,"domain_scores_codex":[0.9949952,0.001810195,0.0002570504,0.00147184,0.0008960235,0.0005697091],"domain_scores_gemma":[0.9902076,0.002858064,0.002134946,0.002535844,0.001164876,0.001098728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002012941,0.00011689,0.0788032,0.0006584451,0.001251326,0.0005354244,0.023036,0.01672754,0.01458054,0.6740319,0.003015886,0.1870416],"study_design_scores_gemma":[0.00002528017,0.0001190347,0.05680522,0.0001143628,0.0002156434,0.0006338041,0.007701459,0.01147333,0.001253712,0.9051969,0.01635492,0.0001062899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7066618,0.002131213,0.2349172,0.006566772,0.0001081234,0.0001336343,0.0004817587,0.0005400262,0.0484594],"genre_scores_gemma":[0.9763812,0.0004094906,0.02162589,0.0002744179,0.00005153161,0.0000634274,0.0001554725,0.00006081655,0.0009777382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007397735,"threshold_uncertainty_score":0.01774681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0440319753974575,"score_gpt":0.1981346476217573,"score_spread":0.1541026722242998,"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."}}