{"id":"W4414393535","doi":"10.4236/als.2025.134013","title":"Man and Landscape: Literary Biodiversity and Aesthetic Revolution in Aim&amp;#233; C&amp;#233;saire and Alfred Alexandre","year":2025,"lang":"en","type":"article","venue":"Advances in Literary Study","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CIMA+ (Canada)","funders":"","keywords":"Commodification; Order (exchange); Biodiversity; Painting; Lexicon; Neoliberalism (international relations)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000444575,0.0001949463,0.0003493835,0.0002314447,0.0006147873,0.0001127151,0.000140964,0.00009732832,0.00001661249],"category_scores_gemma":[0.00008582998,0.0001939668,0.00002876177,0.0006070089,0.000411491,0.0008610598,0.000208772,0.0001993543,0.000002834114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009320796,"about_ca_system_score_gemma":0.00003525464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156729,"about_ca_topic_score_gemma":0.0280709,"domain_scores_codex":[0.9983951,0.0003202061,0.0002758435,0.0004746419,0.0002051933,0.0003289977],"domain_scores_gemma":[0.9995142,0.0001490417,0.00006646262,0.0001497823,0.0000387803,0.00008174702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004949839,0.0001722463,0.8896586,0.00006185109,0.00001344082,0.0000137906,0.08189918,4.917061e-7,0.000001292694,0.001106324,0.001307589,0.02571567],"study_design_scores_gemma":[0.001544813,0.0001254556,0.731991,0.0002330551,0.00002477854,0.000002028744,0.008403179,0.000008841892,2.777992e-7,0.01833471,0.2390525,0.0002792935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8313805,0.1608969,0.000008154842,0.0008216169,0.0002411037,0.0005376465,0.00002385575,0.00004299106,0.006047255],"genre_scores_gemma":[0.9805725,0.01711389,0.0002157824,0.0002837116,0.00005388444,0.00003028816,0.00001421572,0.000004887018,0.001710808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237745,"threshold_uncertainty_score":0.9896643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470279665319511,"score_gpt":0.2833170200753429,"score_spread":0.2686142234221478,"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."}}