{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001280913,0.0004597834,0.0005893051,0.0007791417,0.000766058,0.00004826333,0.001886132,0.0008607762,0.01162355],"category_scores_gemma":[0.00005366563,0.0005958211,0.0006074307,0.001216283,0.004402177,0.00006310977,0.001650951,0.0009397938,0.005282005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536945,"about_ca_system_score_gemma":0.0005929506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660251,"about_ca_topic_score_gemma":0.001695185,"domain_scores_codex":[0.9957005,0.0004626726,0.000316432,0.001285507,0.001150963,0.001083897],"domain_scores_gemma":[0.997885,0.0001421582,0.0002822269,0.0009595601,0.0002724684,0.0004585382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.007164108,0.004170983,0.08201146,0.004545498,0.01415388,0.0193768,0.1326843,0.0004938091,0.538215,0.004648171,0.1157388,0.07679705],"study_design_scores_gemma":[0.00254725,0.001382107,0.0007698428,0.0007762316,0.0008393744,0.00006964903,0.6546196,0.001048281,0.003134827,0.0004574184,0.3330442,0.001311167],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520447,0.009271392,0.00123433,0.0007373291,0.000282781,0.0006482745,0.002399344,0.00005899512,0.03332284],"genre_scores_gemma":[0.9430521,0.003936979,0.0007483763,0.00001657107,0.0001112682,8.60514e-8,0.0001686363,0.0000639595,0.05190201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5350803,"threshold_uncertainty_score":0.9996493,"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."}}