{"id":"W4229065500","doi":"10.7202/1088469ar","title":"Deep Social Ecology","year":2022,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Social ecology; Geography; Biology; Political science","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":[0.002174822,0.0004367655,0.0004894079,0.0008732454,0.003358705,0.005600474,0.0006786466,0.002131522,0.009824038],"category_scores_gemma":[0.002270065,0.0001742512,0.0002666705,0.0005158743,0.03072507,0.004804271,0.004717391,0.002906145,0.001016552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00552934,"about_ca_system_score_gemma":0.002615758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508386,"about_ca_topic_score_gemma":0.002400222,"domain_scores_codex":[0.9987953,0.0005766429,0.00002517924,0.000249029,0.0002043818,0.000149431],"domain_scores_gemma":[0.9989251,0.0004117788,0.00007074905,0.0002321784,0.000178981,0.0001812102],"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":[0.000001009804,0.000003429384,0.00008051755,0.000009753915,0.000001729043,0.000007479941,0.0004934777,0.0001070224,0.00003068663,0.9951747,0.001205113,0.002885149],"study_design_scores_gemma":[0.000002252352,0.000005336858,0.0001475885,0.00002258507,8.535211e-7,0.00001388205,0.0003086349,0.0002269606,0.00003087613,0.9400337,0.05920534,0.000001916136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01948855,0.005142673,0.05441911,0.04590947,0.0006186337,0.00008732869,0.0001099427,0.0001139347,0.8741103],"genre_scores_gemma":[0.899313,0.002646706,0.008820221,0.00576728,0.0005396584,0.0001375823,0.00009341034,0.00007265313,0.08260949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009824038,"threshold_uncertainty_score":0.0401184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365469853163172,"score_gpt":0.2129837410446556,"score_spread":0.1993290425130238,"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."}}