{"id":"W2315581450","doi":"10.5751/es-04234-160319","title":"Hybrid Knowledge: Place, Practice, and Knowing in a Volunteer Ecological Restoration Project","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parks Victoria","keywords":"Restoration ecology; Ecology; Sociology; Environmental resource management; Environmental ethics; Biology; Environmental science; Philosophy","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":[0.02071568,0.0003468868,0.0004495378,0.001357976,0.01996978,0.008398455,0.001968555,0.002914133,0.004603721],"category_scores_gemma":[0.02104171,0.0004716244,0.0003731067,0.0009800988,0.01229612,0.006477072,0.01997924,0.003355267,0.0005461141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003758708,"about_ca_system_score_gemma":0.01051947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006298399,"about_ca_topic_score_gemma":0.02213657,"domain_scores_codex":[0.975915,0.02045209,0.0002859867,0.0005417998,0.001226705,0.001578521],"domain_scores_gemma":[0.9810213,0.0074141,0.001130268,0.001546326,0.001305847,0.007582161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001939803,0.001427981,0.01462469,0.0001217995,0.00001929782,0.001588426,0.8220574,0.0002878424,0.0005546032,0.009901441,0.01354048,0.135682],"study_design_scores_gemma":[0.00005194387,0.0005083298,0.005803994,0.0001860433,0.00001631425,0.0008423679,0.9370242,0.0008679707,0.0003532975,0.01491346,0.03937507,0.00005701725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339423,0.0005200365,0.00442392,0.02405342,0.0001310695,0.0002608593,0.00002393087,0.00005127664,0.03659326],"genre_scores_gemma":[0.9917443,0.0002153033,0.002997194,0.0005156898,0.00001482944,0.0001255163,0.00001874068,0.00001340655,0.004355019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071568,"threshold_uncertainty_score":0.1095563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559911021989018,"score_gpt":0.2790083715718283,"score_spread":0.2434092613519381,"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."}}