{"id":"W4361286769","doi":"10.53458/sh.v56i2.5807","title":"\"Lauter Riedlinger\"","year":2023,"lang":"de","type":"article","venue":"Schwäbische Heimat","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.001249298,0.001403093,0.000674079,0.001129353,0.001273514,0.001774481,0.0005869776,0.001729708,0.02866906],"category_scores_gemma":[0.002959216,0.0003011697,0.0003031442,0.0007246942,0.001185719,0.002430281,0.00182949,0.003621071,0.02894039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628181,"about_ca_system_score_gemma":0.0005790769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874039,"about_ca_topic_score_gemma":0.002972741,"domain_scores_codex":[0.9991302,0.0002774699,0.00004914554,0.0002461942,0.0002167983,0.00008015565],"domain_scores_gemma":[0.9993599,0.0002573655,0.00005409651,0.00004740952,0.0001697973,0.0001114475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007117129,0.00002627338,0.0002090769,0.0001638484,0.000008072808,0.0001375804,0.0004793786,0.0001292119,0.0005258382,0.02794015,0.9005197,0.06978961],"study_design_scores_gemma":[0.000004088126,0.00001393515,0.0002863962,0.000105323,0.000002496356,0.0002131399,0.0001898604,0.0000764399,0.0003160756,0.004073324,0.9947089,0.00001008054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004851976,0.2749153,0.01391896,0.320271,0.2420545,0.00009860984,0.0009284459,0.00111655,0.1418446],"genre_scores_gemma":[0.03955386,0.08644482,0.005269486,0.06353275,0.04201274,0.0001675849,0.0004526302,0.0009804273,0.7615857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02866906,"threshold_uncertainty_score":0.09590757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216300887672071,"score_gpt":0.2502142488046507,"score_spread":0.2280512399279299,"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."}}