{"id":"W7093386910","doi":"","title":"Zeph Fishlyn","year":2021,"lang":"","type":"article","venue":"PDXScholar  (Portland State University)","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Face (sociological concept); Narrative; Citizen journalism; State (computer science); Everyday life; Nature versus nurture","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":[0.0002483117,0.0004814766,0.0005334663,0.0002839254,0.0009597245,0.0002368619,0.0004634191,0.0001360918,0.006504657],"category_scores_gemma":[0.0000151548,0.0006193583,0.0003383872,0.000825689,0.0001680914,0.0009350149,0.000377985,0.0008633356,0.001024518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828864,"about_ca_system_score_gemma":0.00151777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004839629,"about_ca_topic_score_gemma":0.00002750014,"domain_scores_codex":[0.9972312,0.0002747231,0.0004451718,0.0009081638,0.0003476728,0.0007930495],"domain_scores_gemma":[0.9980952,0.00006558392,0.0002938409,0.0006532667,0.0003479987,0.000544082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007896335,0.003303815,0.5720596,0.000294888,0.004416483,0.01083459,0.01031151,0.001427139,0.001307836,0.0334853,0.05372547,0.3080437],"study_design_scores_gemma":[0.001823182,0.00004492313,0.0053812,0.00007309167,0.0001578079,0.000008440617,0.001851389,0.00002954733,0.001061186,0.0002737309,0.9886086,0.0006868872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3845547,0.0006128544,0.05921817,0.0003865578,0.002706158,0.0004535024,0.0008892551,0.0001235006,0.5510553],"genre_scores_gemma":[0.4958814,0.0002960196,0.008504289,0.0001670936,0.0004063848,0.000001494838,0.0007903627,0.00007298816,0.4938799],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9348831,"threshold_uncertainty_score":0.9997533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006027441444199538,"score_gpt":0.1712793651051543,"score_spread":0.1652519236609547,"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."}}