{"id":"W2056299675","doi":"10.1016/j.tpb.2004.03.005","title":"Competition landscapes: scaling up local biotic and abiotic processes in heterogeneous environments","year":2004,"lang":"en","type":"article","venue":"Theoretical Population Biology","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Andrew W. Mellon Foundation","keywords":"Competition (biology); Abiotic component; Ecology; Habitat; Interspecific competition; Ecosystem; Intertidal zone; Scaling; Environmental science; Biology; Mathematics","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":[0.0006949238,0.0004127253,0.0008633047,0.0006237327,0.0005162472,0.002506725,0.0009755359,0.001341863,0.001874595],"category_scores_gemma":[0.004459031,0.0004262412,0.000398274,0.0006452418,0.002023716,0.003470455,0.001499537,0.001001819,0.0001635907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827289,"about_ca_system_score_gemma":0.0003260896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012716,"about_ca_topic_score_gemma":0.001585652,"domain_scores_codex":[0.999644,0.0001508329,0.00001031076,0.0000772378,0.00006501717,0.00005240794],"domain_scores_gemma":[0.9979006,0.001312745,0.000287015,0.0001701969,0.0001174964,0.0002118434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001009625,0.0001412704,0.01133368,0.0002977591,0.0003271286,0.0008486552,0.0008138819,0.4108268,0.02191181,0.4954373,0.004059967,0.0539007],"study_design_scores_gemma":[0.00005296678,0.00007938321,0.009502009,0.00001962402,0.00007849242,0.0003511271,0.0003436898,0.4935739,0.0006531819,0.4926688,0.002622188,0.0000544974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6125754,0.002482069,0.3663129,0.002374626,0.000152474,0.00007387342,0.0001852292,0.0002445711,0.0155989],"genre_scores_gemma":[0.9851063,0.0004974845,0.0128671,0.000176691,0.00006679267,0.00005470526,0.00004079004,0.00004409366,0.001145981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506725,"threshold_uncertainty_score":0.006271124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00965527251956034,"score_gpt":0.2729169599565161,"score_spread":0.2632616874369558,"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."}}