{"id":"W1945408040","doi":"10.1111/j.1461-0248.2010.01551.x","title":"Niche construction in the light of niche theory","year":2010,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Niche; Interspecific competition; Niche segregation; Coexistence theory; Niche construction; Ecology; Competition (biology); Niche differentiation; Ecological niche; Intraspecific competition; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003232853,0.00004821013,0.00006157012,0.00001556474,0.0000419493,0.000004590303,0.0001801363,0.00005798882,0.03670105],"category_scores_gemma":[0.0000488085,0.00003424214,0.00002847297,0.0001076223,0.0003714962,0.00003862257,0.00004233039,0.0001721453,0.0003997023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005487794,"about_ca_system_score_gemma":0.000002375353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001842886,"about_ca_topic_score_gemma":0.001058524,"domain_scores_codex":[0.9995107,0.00008163771,0.0001012193,0.0001030509,0.00007204265,0.0001313348],"domain_scores_gemma":[0.999708,0.00007867191,0.00004742236,0.0001492363,0.000001881575,0.0000147851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001532678,0.00009317052,0.6486242,0.000002164013,0.000006317628,0.000007478096,0.0006048918,0.000003456372,0.3037935,0.01632123,0.0299524,0.000575767],"study_design_scores_gemma":[0.0002072804,0.00002168966,0.9691529,5.322292e-7,0.000006394201,0.00002265782,0.0009814901,0.000003596487,0.003982709,0.0004541294,0.02511339,0.00005323471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516692,0.000001973956,0.000008155054,0.01525637,0.0003419872,0.00007864147,0.000003810023,0.000007874238,0.03263202],"genre_scores_gemma":[0.9954391,0.000002991106,0.0000448547,0.004434164,0.0000182896,0.00001062851,0.000004913218,0.000002426775,0.00004260122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3205286,"threshold_uncertainty_score":0.9641795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007122893402529232,"score_gpt":0.2113064139008231,"score_spread":0.2041835204982939,"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."}}