{"id":"W2555087512","doi":"","title":"ART AS RESEARCH: UNTANGLING THE ECOLOGICAL CITIZEN","year":2010,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen science; Ecology; Geography; Environmental resource management; Environmental planning; Political science; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03192158,0.0007270485,0.0008018027,0.00399378,0.01750283,0.03052849,0.002305949,0.007097796,0.005258779],"category_scores_gemma":[0.0170368,0.000641712,0.0007821732,0.003079324,0.1720008,0.03421875,0.01527025,0.007553899,0.0009588033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008081745,"about_ca_system_score_gemma":0.009920449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003839541,"about_ca_topic_score_gemma":0.005672742,"domain_scores_codex":[0.9705765,0.02385078,0.0004082753,0.001871532,0.002405825,0.0008871477],"domain_scores_gemma":[0.9673865,0.02589781,0.0009759659,0.003755386,0.001019077,0.0009651955],"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":[0.000006591492,0.00001444836,0.0002461408,0.00006269449,0.000003034055,0.00007972988,0.0811037,0.00008383876,0.00007648325,0.906783,0.003387482,0.008152765],"study_design_scores_gemma":[0.00001153568,0.00003616954,0.0002692421,0.0005160447,0.000007122082,0.0002257328,0.09050806,0.0003087698,0.0002463895,0.5668019,0.3410499,0.00001920816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04566662,0.03910409,0.04496017,0.2788665,0.003029292,0.0001464677,0.00006243926,0.0001920748,0.5879724],"genre_scores_gemma":[0.8901363,0.01530208,0.02037728,0.02416901,0.002140504,0.0004738141,0.00005024829,0.0002901391,0.04706072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03192158,"threshold_uncertainty_score":0.1688195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146785155923743,"score_gpt":0.2570113996214073,"score_spread":0.2155435480621699,"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."}}