{"id":"W7000952359","doi":"","title":"How birding can strengthen environmental citizenship","year":2024,"lang":"nl","type":"article","venue":"Research portal (Tilburg University)","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Citizenship; Government (linguistics); Work (physics); Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004079207,0.0001791209,0.0002008681,0.0004702606,0.004163033,0.00514499,0.000678864,0.00316096,0.02988125],"category_scores_gemma":[0.00736325,0.0001862778,0.0004065999,0.0004491223,0.008411152,0.005883037,0.004617609,0.002497162,0.001948721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139669,"about_ca_system_score_gemma":0.003548104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0059133,"about_ca_topic_score_gemma":0.01340225,"domain_scores_codex":[0.9967753,0.001720159,0.00005140264,0.0003048564,0.0004463501,0.0007018866],"domain_scores_gemma":[0.9940704,0.002622095,0.0002483947,0.0009452446,0.0007800601,0.001333805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005729735,0.0001793382,0.002104958,0.0001030603,0.00002156834,0.0001824382,0.008204357,0.0005474322,0.0008571038,0.935538,0.01987127,0.03233325],"study_design_scores_gemma":[0.00005407374,0.0001012495,0.004193366,0.0001421974,0.00003437608,0.0001186853,0.01215354,0.0006753058,0.001155471,0.6630387,0.3183066,0.00002639144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06019136,0.0004943209,0.008341885,0.04321496,0.0004825744,0.00003575048,0.0000225215,0.00009723179,0.8871194],"genre_scores_gemma":[0.919006,0.0002630116,0.003405797,0.004607733,0.00008077878,0.0000380401,0.00002133864,0.00009453233,0.07248277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02988125,"threshold_uncertainty_score":0.09996271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07681895794478985,"score_gpt":0.2780756820893376,"score_spread":0.2012567241445478,"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."}}