{"id":"W4412217507","doi":"","title":"Universelle Grundsätze der Nachhaltigkeitsberichterstattung","year":2024,"lang":"de","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001112042,0.000573198,0.0005229865,0.002238538,0.001813493,0.005020609,0.0007266215,0.0009516318,0.01682423],"category_scores_gemma":[0.002541435,0.0004870248,0.0007117857,0.001917217,0.001227105,0.003384484,0.002050376,0.002460211,0.006470003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867683,"about_ca_system_score_gemma":0.001203922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365542,"about_ca_topic_score_gemma":0.002614991,"domain_scores_codex":[0.9988196,0.0001471928,0.00008016835,0.0002961527,0.0003636937,0.0002932568],"domain_scores_gemma":[0.9990074,0.0002927882,0.0001289971,0.0002484114,0.0002091334,0.0001133456],"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":[0.0004719945,0.0002502817,0.01491026,0.0006435295,0.0001864555,0.0006055845,0.001599226,0.01647077,0.06076265,0.6732152,0.01162955,0.2192546],"study_design_scores_gemma":[0.00007283924,0.0002935133,0.05747544,0.0002429631,0.0001666688,0.001218124,0.001904058,0.02713226,0.05956353,0.7215927,0.1300979,0.0002400084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5477872,0.008181932,0.05750842,0.003646679,0.0007155517,0.0001034342,0.004975117,0.002100703,0.3749809],"genre_scores_gemma":[0.9580215,0.002636655,0.0119853,0.0001499449,0.00009411953,0.00007725747,0.002366153,0.0002300924,0.02443895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01682423,"threshold_uncertainty_score":0.05628258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735228703919115,"score_gpt":0.237747619771865,"score_spread":0.2203953327326738,"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."}}