{"id":"W2326934155","doi":"10.3197/096734012x13303670112894","title":"Nature on the Home Front: British Ecologists' Advocacy for Science and Conservation","year":2012,"lang":"en","type":"article","venue":"Environment and History","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Politics; Agency (philosophy); Autonomy; Environmental ethics; Enthusiasm; Perspective (graphical); Political science; Ecology; Sociology; Social science; Law; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02053213,0.0002036948,0.0005239814,0.00201638,0.0225226,0.01459321,0.001410419,0.01053314,0.005268768],"category_scores_gemma":[0.02174408,0.0005598209,0.0003027502,0.002477753,0.01860313,0.003637616,0.004851083,0.01688222,0.0004130621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02000488,"about_ca_system_score_gemma":0.02125847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3570294,"about_ca_topic_score_gemma":0.5501335,"domain_scores_codex":[0.9836654,0.007104744,0.0004163669,0.0008605702,0.004535434,0.003417484],"domain_scores_gemma":[0.9458745,0.03180775,0.00219446,0.001112965,0.007194323,0.011816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001606548,0.000128903,0.01181708,0.0002989291,0.00006333627,0.001442642,0.1233798,0.0001578631,0.0014128,0.1178945,0.6782562,0.06498732],"study_design_scores_gemma":[0.00002774953,0.00002427452,0.008501623,0.00026996,0.0000115106,0.0001348759,0.03528472,0.000166807,0.0001368536,0.007382427,0.9480061,0.00005325068],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0328893,0.007906983,0.0002286109,0.9264172,0.005350328,0.00001103139,0.00002314354,0.00001783815,0.02715551],"genre_scores_gemma":[0.5385005,0.005850592,0.000680127,0.4046144,0.002618701,0.00005282828,0.00003299044,0.00007170277,0.04757807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9774774,"threshold_uncertainty_score":0.7099025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009132474223153077,"score_gpt":0.1944120682236476,"score_spread":0.1852795940004946,"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."}}