{"id":"W7054689003","doi":"","title":"Anglistentag 2012 Potsdam","year":2013,"lang":"de","type":"book","venue":"publish.UP (University of Potsdam)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Romance; Romanticism; Irish; SAINT; Celtic languages; Passion; Drama","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004832111,0.0007905737,0.001060129,0.0007957942,0.0004315456,0.000322515,0.002070587,0.001091371,0.01374675],"category_scores_gemma":[0.00003857701,0.0010698,0.0007012064,0.0006969018,0.0004836041,0.002599127,0.0005692288,0.001088891,0.007885682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006253101,"about_ca_system_score_gemma":0.000446432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148539,"about_ca_topic_score_gemma":0.0001896312,"domain_scores_codex":[0.996735,0.0001518507,0.0005049313,0.000903717,0.0007504544,0.000954075],"domain_scores_gemma":[0.9964937,0.000174774,0.0005032463,0.001492633,0.0006154121,0.0007202124],"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":[0.00001466414,0.0001487285,0.00005974824,0.0005283577,0.000613182,0.00003155059,0.0009978695,0.0001645489,0.0003897621,0.01227821,0.9788666,0.005906726],"study_design_scores_gemma":[0.001405021,0.00007771917,0.002541115,0.0002394179,0.000706616,0.00001275163,0.001445742,0.002899763,0.00003891389,0.001626727,0.9878106,0.001195678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003297498,0.004294465,0.02228947,0.004008488,0.004644869,0.002780983,0.002860107,0.001262034,0.9545621],"genre_scores_gemma":[0.01226791,0.001045535,0.003083203,0.000110736,0.000811185,0.000006641204,0.002573269,0.00018499,0.9799165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02535444,"threshold_uncertainty_score":0.9991753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304274870198796,"score_gpt":0.166327088496644,"score_spread":0.1532843397946561,"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."}}