{"id":"W4247818272","doi":"10.1007/978-1-4419-9917-7_100050","title":"Bartschius","year":2014,"lang":"en","type":"book-chapter","venue":"Biographical Encyclopedia of Astronomers","topic":"","field":"","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":["insufficient_payload"],"category_scores_codex":[0.0004483214,0.001034126,0.001459726,0.001945178,0.00008478683,0.00002552449,0.000862574,0.0009735983,0.003568504],"category_scores_gemma":[0.00005753953,0.001048881,0.001542316,0.0002669604,0.001582276,0.00008667403,0.0002269971,0.001065143,0.003143089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006928536,"about_ca_system_score_gemma":0.0001875738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000402195,"about_ca_topic_score_gemma":0.00002532868,"domain_scores_codex":[0.9958162,0.00005641111,0.001286617,0.001097677,0.0009324946,0.0008106204],"domain_scores_gemma":[0.9966888,0.0002072019,0.001008388,0.001241844,0.0002019134,0.0006517869],"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":[0.0004544202,0.0001929906,0.007915656,0.0002758628,0.002024477,0.00002987586,0.00008332773,0.0000416085,0.0001165097,0.8276759,0.08623821,0.07495117],"study_design_scores_gemma":[0.0006173265,0.000378338,0.002230073,0.0001717314,0.0003993163,0.000004429072,0.00000740517,0.000005966437,0.000007587921,0.002846909,0.9924095,0.0009214724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004953545,0.0007561275,0.0002821863,0.00008895951,0.0007284051,0.0005659016,0.0007030196,0.0002637625,0.9961163],"genre_scores_gemma":[0.07423153,0.004455335,0.01193245,0.0002077774,0.003684461,0.0001282248,0.001935622,0.002094687,0.9013299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9061713,"threshold_uncertainty_score":0.9991962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007722285187498253,"score_gpt":0.2059271076966715,"score_spread":0.1982048225091733,"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."}}