{"id":"W4255962608","doi":"10.1007/978-1-4419-9917-7_100002","title":"ab Hayck, Tadeá","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":"Business","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":[0.0001653132,0.0004694377,0.0008982242,0.0006781066,0.0001667533,0.00003477346,0.0003972392,0.0004254435,0.02662355],"category_scores_gemma":[0.00001877371,0.0004041239,0.001062858,0.00004259972,0.001963108,0.00005755814,0.0001027837,0.0005751198,0.000312546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000174131,"about_ca_system_score_gemma":0.00005934402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186888,"about_ca_topic_score_gemma":0.0004106035,"domain_scores_codex":[0.9980606,0.00002910753,0.000687926,0.0005326155,0.000309488,0.0003802878],"domain_scores_gemma":[0.9986003,0.000150236,0.0004410205,0.0004422977,0.0001348231,0.0002312943],"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":[0.00003252051,0.00004462348,0.0001201634,0.00004830878,0.0005500104,0.000003284966,0.0003058085,0.000001673621,0.000001313235,0.9510512,0.03062177,0.01721932],"study_design_scores_gemma":[0.0002191516,0.0001991852,0.0001930187,0.00005495134,0.0004980575,4.587168e-7,0.00004855471,0.00000401042,8.131082e-7,0.00584783,0.9925293,0.0004046499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005703542,0.0003882784,0.00009222794,0.0004872637,0.0009108454,0.0001923847,0.0001613782,0.00006761737,0.9971297],"genre_scores_gemma":[0.04586581,0.001223476,0.0002949977,0.0006428522,0.003435223,0.00003029965,0.0003325462,0.0001063675,0.9480684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9619076,"threshold_uncertainty_score":0.999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306755013203529,"score_gpt":0.1871332246637652,"score_spread":0.1740656745317299,"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."}}