{"id":"W2121035488","doi":"10.1162/089976602320264006","title":"Reply to Carreira-Perpiñán and Goodhill","year":2002,"lang":"en","type":"letter","venue":"Neural Computation","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Art history; Library science; Philosophy; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007179233,0.0002474382,0.0002291482,0.0002444609,0.0001580635,0.0002104319,0.0002800568,0.0002154646,0.00007773138],"category_scores_gemma":[0.0002365637,0.0002396269,0.00006312467,0.0003063543,0.00007724459,0.00008406629,0.000149731,0.0009443731,0.0002288025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006312742,"about_ca_system_score_gemma":0.00002745058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005666889,"about_ca_topic_score_gemma":0.000001714266,"domain_scores_codex":[0.9977008,0.000221951,0.0002386788,0.0007591265,0.0006619564,0.0004175293],"domain_scores_gemma":[0.9991645,0.0003186737,0.00007562561,0.0002420176,0.00007348072,0.0001257356],"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":[0.00001232978,0.00001084072,0.00006104739,0.00005836712,0.00000285336,0.0001679026,0.0002244357,0.0003922615,0.01836497,0.000004598941,0.967961,0.01273943],"study_design_scores_gemma":[0.0003426278,0.0004464651,0.0006050527,0.00003941648,0.0000151394,0.0001297981,0.00000543849,0.03306163,0.03255285,0.0003164181,0.9319034,0.0005818187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2753686,0.0001984292,0.0004107416,0.7123901,0.00229038,0.001668797,0.0001883383,0.0003177908,0.00716689],"genre_scores_gemma":[0.2593087,0.00004396458,0.0002420635,0.7370878,0.001418656,0.0000335,0.00005525963,0.00006467199,0.001745418],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03605762,"threshold_uncertainty_score":0.9771701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08810021158187013,"score_gpt":0.3269176957188121,"score_spread":0.238817484136942,"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."}}