{"id":"W4409424669","doi":"10.48088/ejg.f.leo.16.2.121.126","title":"On the Ecological Niche of the West","year":2025,"lang":"en","type":"article","venue":"European Journal of Geography","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Niche; Ecology; Geography; Ecological niche; Biology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005345999,0.00009304757,0.0002155674,0.0007900598,0.0008957398,0.001767753,0.0002332286,0.0001454631,0.002359331],"category_scores_gemma":[0.001028798,0.0000703392,0.00007603632,0.0008552843,0.002099639,0.001433635,0.001088731,0.0002146473,0.0001449248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214163,"about_ca_system_score_gemma":0.0005385512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164548,"about_ca_topic_score_gemma":0.03183081,"domain_scores_codex":[0.9997016,0.0001134024,0.000008195967,0.00004626976,0.00002821665,0.0001022886],"domain_scores_gemma":[0.9994007,0.0001805127,0.0001196807,0.00005378154,0.00008425521,0.0001609612],"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":[0.0005778366,0.0001199387,0.6670058,0.0001573143,0.00008225855,0.00126002,0.08696129,0.0005270186,0.012097,0.1074222,0.002037299,0.121752],"study_design_scores_gemma":[0.00001006822,0.00009451916,0.8725538,0.0001543271,0.00002667867,0.0006596488,0.07810649,0.0007709487,0.0006053494,0.02219604,0.0248049,0.00001716651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858408,0.0004434212,0.0002691898,0.0003426494,0.000003946221,0.00000216687,0.00003147548,0.000001860224,0.01306455],"genre_scores_gemma":[0.9995279,0.0001075536,0.0000804325,0.00002660266,0.000002632659,6.974781e-7,0.00001339505,0.000001756598,0.0002390692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164548,"threshold_uncertainty_score":0.02315545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005278310478148929,"score_gpt":0.1743816695497089,"score_spread":0.16910335907156,"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."}}