{"id":"W7083290470","doi":"10.1007/s35144-025-3608-3","title":"Perfektes Rot auf brasilianischen Feldern","year":2025,"lang":"de","type":"article","venue":"JOT Journal für Oberflächentechnik","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"","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":[0.0007510912,0.0008003279,0.0005330474,0.001424066,0.003428695,0.001826017,0.0004422634,0.0006808541,0.01162786],"category_scores_gemma":[0.00113454,0.000263332,0.0003798586,0.001948965,0.001372503,0.0007601804,0.002018,0.0008364138,0.001887466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708334,"about_ca_system_score_gemma":0.001972136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08343279,"about_ca_topic_score_gemma":0.2370871,"domain_scores_codex":[0.9989607,0.0001231488,0.00004719763,0.0001652142,0.0003506191,0.000353144],"domain_scores_gemma":[0.9994771,0.0001373482,0.00008593586,0.00004464991,0.0001591733,0.00009583482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004881443,0.0008821849,0.3338511,0.001711769,0.0002988643,0.004673949,0.01643012,0.01595303,0.3095312,0.01018382,0.003931413,0.297671],"study_design_scores_gemma":[0.0001508317,0.004403696,0.8017942,0.0004581685,0.0004174844,0.001245832,0.0435336,0.003531838,0.08387449,0.004680643,0.0557597,0.0001495983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825402,0.0003980479,0.0003339715,0.0001088779,0.00001316625,0.00005799225,0.0004623813,0.00004712836,0.01603829],"genre_scores_gemma":[0.9911999,0.0004568646,0.001087975,0.00005488153,0.000005753101,0.00003542593,0.0002698796,0.00002975156,0.006859485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08343279,"threshold_uncertainty_score":0.1658943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231703391904949,"score_gpt":0.2765129054699735,"score_spread":0.264195871550924,"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."}}