{"id":"W4315642878","doi":"10.7202/1095387ar","title":"Daughter of the Iris","year":2023,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daughter; IRIS (biosensor); Art; Computer science; Artificial intelligence; Biology; Evolutionary biology; Biometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770327,0.00002566559,0.00003141913,0.00001281917,0.0002522952,0.00002011251,0.0002907079,0.00002042771,0.0004991473],"category_scores_gemma":[0.0001691359,0.00001244751,0.00004059692,0.0002484235,0.0002196294,0.00008119222,0.00002451942,0.00006622938,0.0003931567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007022415,"about_ca_system_score_gemma":0.00006404356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003830779,"about_ca_topic_score_gemma":0.0003154811,"domain_scores_codex":[0.9993756,0.0002228674,0.00005712692,0.00004667918,0.0001931584,0.0001045672],"domain_scores_gemma":[0.9992259,0.0005506825,0.00004310412,0.0001459761,0.00001983475,0.00001447908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003259825,0.00006073601,0.06664426,0.00002460394,0.00008193124,8.60085e-7,0.4081842,0.00001205099,0.001140565,0.2879112,0.2270228,0.008884165],"study_design_scores_gemma":[0.00004465178,0.000005576082,0.1019658,0.000008781976,0.00001536676,2.977691e-7,0.0205326,0.000002444425,0.0003467938,0.01903744,0.8579953,0.00004499677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.634755,0.00004027349,8.41177e-7,0.2195553,0.0006939572,0.00009061024,0.000002642298,0.00002723552,0.1448342],"genre_scores_gemma":[0.9766919,0.00002148361,0.00001367258,0.001055944,0.0002548758,0.000005177959,5.002244e-7,0.000002841056,0.02195359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6309725,"threshold_uncertainty_score":0.5465313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09291094616633983,"score_gpt":0.3813619658113223,"score_spread":0.2884510196449825,"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."}}