{"id":"W4302512969","doi":"","title":"Arting for sustainability","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sustainability; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002255088,0.001785148,0.0008332617,0.004063353,0.002754357,0.01417726,0.001292193,0.003363734,0.4188838],"category_scores_gemma":[0.004964553,0.0003125729,0.001190241,0.003017483,0.002508047,0.005707498,0.004595488,0.002273727,0.1156374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243934,"about_ca_system_score_gemma":0.001231882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136915,"about_ca_topic_score_gemma":0.004716012,"domain_scores_codex":[0.9984731,0.0004816459,0.00007489557,0.0002147093,0.0006016132,0.0001541227],"domain_scores_gemma":[0.9976319,0.0007236776,0.0001011463,0.0006535342,0.0004406373,0.0004491465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005447317,0.0000296918,0.0001219543,0.0004185323,0.00001613544,0.000115186,0.0005253175,0.0005018507,0.001189217,0.1418697,0.696922,0.158236],"study_design_scores_gemma":[0.000004544024,0.000008219162,0.0001091431,0.0001315267,0.00000444451,0.00005797073,0.0001270234,0.0002018604,0.0001314786,0.02530399,0.9739126,0.000007211827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001054214,0.008795107,0.008234612,0.01191989,0.01549979,0.00005113064,0.0008647268,0.001901423,0.9516792],"genre_scores_gemma":[0.01849877,0.00531884,0.004160495,0.001443599,0.007221946,0.0000552727,0.0007844041,0.001674126,0.9608425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4188838,"threshold_uncertainty_score":0.8288918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431855234201599,"score_gpt":0.3182963639476751,"score_spread":0.2939778116056592,"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."}}