{"id":"W4391985675","doi":"10.7202/1109623ar","title":"Engaging with Nature in Times of Rapid Environmental Change: Vulnerability, Sentience, and Autonomy","year":2024,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sentience; Vulnerability (computing); Autonomy; Environmental change; Environmental ethics; Environmental resource management; Sociology; Psychology; Geography; Ecology; Political science; Climate change; Philosophy; Environmental science; Computer science; Biology; Computer security; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003728745,0.0002843108,0.0004500381,0.0008994018,0.005047878,0.008854261,0.0007826635,0.003120702,0.001480515],"category_scores_gemma":[0.004561077,0.000216101,0.000277395,0.0008697585,0.04049997,0.006971473,0.008397617,0.004835489,0.0001607197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390038,"about_ca_system_score_gemma":0.002509746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935122,"about_ca_topic_score_gemma":0.004603561,"domain_scores_codex":[0.9968527,0.002129528,0.00005804394,0.0001715577,0.0003617914,0.0004263991],"domain_scores_gemma":[0.9969437,0.001737756,0.0003806823,0.0001877412,0.0001973197,0.0005528603],"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":[0.000068211,0.00007404771,0.0105709,0.0002024563,0.00004568094,0.001861179,0.4572783,0.0005942784,0.001019593,0.4887418,0.00574322,0.0338004],"study_design_scores_gemma":[0.0000121549,0.0001393026,0.01938944,0.0005842388,0.00002244739,0.002297938,0.5054185,0.0009772368,0.0002526609,0.3646855,0.1061137,0.0001068369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5168155,0.02614005,0.01496002,0.1203276,0.0009662873,0.00007760583,0.00007648431,0.00005753502,0.3205789],"genre_scores_gemma":[0.9911537,0.003836149,0.0007785052,0.002251652,0.00007933895,0.00002328846,0.00001047711,0.000009192017,0.001857733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008854261,"threshold_uncertainty_score":0.01971972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917731534736491,"score_gpt":0.2286576636104528,"score_spread":0.2094803482630878,"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."}}