{"id":"W6923509077","doi":"10.14288/cl.vi255.197276","title":"We don't know yet how we got our eyes","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Perspective (graphical); Government (linguistics); Headline; Quality (philosophy)","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000737915,0.00006681505,0.00009078824,0.00006360396,0.0122,0.001770733,0.0005403077,0.00003470075,0.008632461],"category_scores_gemma":[0.0003273869,0.00007387642,0.00004810656,0.001512605,0.00004880149,0.0005907937,0.000138689,0.0002497182,0.00005381205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134849,"about_ca_system_score_gemma":0.001109335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02499814,"about_ca_topic_score_gemma":0.04215342,"domain_scores_codex":[0.9986006,0.0005811774,0.00008547182,0.000198839,0.0003209307,0.0002129975],"domain_scores_gemma":[0.9991897,0.0004214513,0.00008703017,0.0001374739,0.0000679937,0.00009630731],"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":[0.00001184887,0.0001284076,0.0001046542,0.000002053139,0.00002261337,0.000001058505,0.01365768,0.0000191453,0.00000585314,0.007147602,0.9781024,0.0007966481],"study_design_scores_gemma":[0.00008279419,0.00003304195,0.00002735629,0.000004065669,0.00001335927,0.000002501866,0.2612801,0.000004410716,0.000006702222,0.004007607,0.7344596,0.00007845976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001025586,0.0003213266,0.000007336128,0.409198,0.001516863,0.0003031493,0.00003753315,0.00003375261,0.5884795],"genre_scores_gemma":[0.1135473,0.0004515694,0.0003952687,0.0004992548,0.0003468955,0.0003676198,0.000008848464,0.000008691423,0.8843745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4086987,"threshold_uncertainty_score":0.9992656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096745685550301,"score_gpt":0.396023379823046,"score_spread":0.2863488112680159,"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."}}