{"id":"W4234689076","doi":"10.1007/978-1-4419-9917-7_1047","title":"Palitzsch, Johann","year":2014,"lang":"en","type":"book-chapter","venue":"Biographical Encyclopedia of Astronomers","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001799435,0.0004477092,0.0008699707,0.0006340747,0.0001532355,0.00003219314,0.0003711017,0.0003951841,0.02425069],"category_scores_gemma":[0.00001936932,0.0003834329,0.001042088,0.00003975504,0.001794116,0.00005165406,0.00009951359,0.0005171441,0.000282518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001518096,"about_ca_system_score_gemma":0.0000524623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035609,"about_ca_topic_score_gemma":0.0003715723,"domain_scores_codex":[0.9981074,0.00003242216,0.0006861779,0.0005070424,0.0003047244,0.0003621973],"domain_scores_gemma":[0.9986246,0.0001456681,0.0004275221,0.0004361657,0.0001435061,0.000222511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002976071,0.00003771388,0.0001006253,0.00004884759,0.0005319258,0.000002768732,0.000346347,0.000001262369,9.940842e-7,0.9621797,0.02105605,0.015664],"study_design_scores_gemma":[0.0001993012,0.0002157134,0.00011738,0.00005595158,0.000480312,3.665256e-7,0.00005046702,0.000003064509,7.552231e-7,0.009508314,0.9889839,0.0003845255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004407149,0.0003511513,0.00008290281,0.0004509105,0.0009053088,0.0001801481,0.0001701508,0.00006252742,0.9973562],"genre_scores_gemma":[0.04286963,0.001032041,0.0002438221,0.0005927614,0.003372218,0.00002808085,0.000346817,0.00009580561,0.9514188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9679278,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385784277272822,"score_gpt":0.1911370730144351,"score_spread":0.1772792302417069,"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."}}