{"id":"W7092408414","doi":"10.48660/25100069","title":"Hertha Sponer, Maven of Quantum Spectroscopy","year":2025,"lang":"en","type":"other","venue":"PIRSA","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005639318,0.0001674976,0.0003342043,0.0002592375,0.00002507673,0.00001311516,0.0002945469,0.0001328452,0.01763692],"category_scores_gemma":[0.00007048888,0.0001473318,0.000167247,0.0002717045,0.000114237,0.00001294098,0.00005485376,0.0001337099,0.0008992007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002018419,"about_ca_system_score_gemma":0.00006188376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002316737,"about_ca_topic_score_gemma":0.0000298892,"domain_scores_codex":[0.9990019,0.00006994373,0.0001806299,0.0003432209,0.0002335241,0.0001707637],"domain_scores_gemma":[0.9993796,0.00001431627,0.0001547736,0.0003951614,0.000009721576,0.00004642832],"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":[0.00002765083,0.0002730502,0.0001665723,0.0001588597,0.0000189304,0.00004875361,0.0001384006,0.000005563056,0.1373869,0.02254548,0.8332762,0.00595363],"study_design_scores_gemma":[0.0001993784,0.00003567956,0.00006202757,0.0001640962,0.00005318895,0.000003803493,0.00002631393,0.0003124269,0.009813704,0.0005564877,0.9885632,0.0002097143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004368216,0.0001809169,0.002739948,0.0003726092,0.0002349596,0.0001035636,0.00007531702,0.0001363959,0.9957195],"genre_scores_gemma":[0.03257239,0.0007959124,0.0002500734,0.0005406263,0.00009898983,0.000004930876,0.000006427625,0.00009877278,0.9656319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.155287,"threshold_uncertainty_score":0.9998787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184921352146853,"score_gpt":0.2893120631796608,"score_spread":0.2674628496581923,"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."}}