{"id":"W4412613754","doi":"10.36948/ijfmr.2025.v07i04.51266","title":"North America's Environmental Future: Challenges, Opportunities, and the Transformative Power of Eco-Art","year":2025,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Environmental ethics; Power (physics); Environmental planning; Environmental resource management; Political science; Geography; Sociology; Environmental science; Philosophy","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":[0.001686715,0.0003054986,0.0002215581,0.0007933995,0.009435131,0.00914729,0.0005968036,0.001403345,0.004732808],"category_scores_gemma":[0.001201911,0.0001215857,0.000221387,0.0008937211,0.01948593,0.004618687,0.004049548,0.002030248,0.0002282826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004644901,"about_ca_system_score_gemma":0.004787405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269956,"about_ca_topic_score_gemma":0.1214217,"domain_scores_codex":[0.9990564,0.000462407,0.000019579,0.0001048336,0.0001856536,0.0001711192],"domain_scores_gemma":[0.9990761,0.0005126684,0.00005712576,0.0001233353,0.0001195072,0.0001112488],"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":[0.00003134677,0.00005502443,0.003196511,0.0003892419,0.00001840051,0.000897125,0.1474999,0.0006796641,0.00120883,0.6549799,0.03733104,0.1537129],"study_design_scores_gemma":[0.000004787576,0.00002156832,0.007487776,0.0007671383,0.00001493122,0.0005574151,0.1593467,0.0005419868,0.0003926575,0.1680559,0.6627766,0.00003241477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1206701,0.04952195,0.005300586,0.1519539,0.001342626,0.00001939984,0.00005716724,0.0001092709,0.6710251],"genre_scores_gemma":[0.947318,0.01765748,0.00354536,0.00318757,0.000451001,0.00002792082,0.00002028441,0.00004670577,0.02774568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0269956,"threshold_uncertainty_score":0.05367696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361960707818269,"score_gpt":0.32637546829223,"score_spread":0.2827558612140473,"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."}}