{"id":"W2990730573","doi":"10.2495/sc190251","title":"ECO-DIDACTIC DESIGN IN THE PUBLIC REALM","year":2019,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Realm; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001188732,0.0001648225,0.0001585793,0.00003197873,0.0003431198,0.00002147115,0.0002941621,0.0001362262,0.004462369],"category_scores_gemma":[0.000006850678,0.00009810956,0.00006153477,0.00009012601,0.0008839449,0.0001573235,0.00002008051,0.0005626775,0.002612341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453107,"about_ca_system_score_gemma":0.000004509186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003087055,"about_ca_topic_score_gemma":0.00007618059,"domain_scores_codex":[0.9983796,0.0005775051,0.0001947948,0.0003281952,0.0002318405,0.0002880607],"domain_scores_gemma":[0.9987617,0.0007091937,0.00005522189,0.0004222635,4.0379e-7,0.00005125797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00368456,0.009780333,0.1849883,0.00008786994,0.000692679,0.0001791988,0.02580914,0.63099,0.00325024,0.07101194,0.001182884,0.06834286],"study_design_scores_gemma":[0.01137231,0.002167292,0.8087205,0.00002723219,0.0002633434,0.0002747099,0.002952858,0.008807489,0.0009174179,0.1241667,0.03914659,0.001183615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009637,0.0001298004,0.01295687,0.05756111,0.0003751093,0.002304506,0.000008914757,0.00003771395,0.02566226],"genre_scores_gemma":[0.9956512,0.000417813,0.0001801365,0.002862174,0.00001039235,0.0001523657,0.000001795981,0.00001181524,0.000712311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6237321,"threshold_uncertainty_score":0.9981642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589097533321709,"score_gpt":0.2011711507134563,"score_spread":0.1852801753802392,"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."}}