{"id":"W6893189126","doi":"10.5281/zenodo.14969265","title":"Plagiothecium longisetum Lindb.","year":2025,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apex (geometry); Type (biology); Basal cell; Order (exchange)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006684005,0.0003321231,0.0002888014,0.0004486172,0.001928867,0.001442506,0.001360674,0.000246747,0.01411734],"category_scores_gemma":[0.0007259445,0.0004146933,0.0001312764,0.001228179,0.0002055446,0.0003243287,0.001311337,0.0007227325,0.04624284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006497104,"about_ca_system_score_gemma":0.000009455898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000115616,"about_ca_topic_score_gemma":2.472827e-7,"domain_scores_codex":[0.9974709,0.0002737936,0.0004876061,0.0006041289,0.0004130273,0.0007505252],"domain_scores_gemma":[0.9982341,0.00003875058,0.00008826414,0.0008137127,0.0005797835,0.0002453689],"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":[0.0001229458,0.0002775714,0.000008500793,0.0005310601,0.0004045962,0.00004369391,0.0006772196,0.003923688,0.004218995,0.01731975,0.9047099,0.06776208],"study_design_scores_gemma":[0.00071597,0.0001646667,0.000533457,0.0001526858,0.00009356506,0.00001698208,0.0001644316,0.01032676,0.0008816054,0.0001992959,0.9863991,0.0003515221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02334181,0.006776822,0.1933765,0.005028017,0.006326646,0.002468937,0.004694039,0.008003828,0.7499834],"genre_scores_gemma":[0.9803919,0.0008631773,0.0004331022,0.0002355748,0.0007912104,7.562569e-8,0.009138218,0.003501359,0.004645439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.95705,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570348469134763,"score_gpt":0.2327484009968528,"score_spread":0.2170449163055052,"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."}}