{"id":"W4388942515","doi":"10.1242/jcs.261775","title":"First person – Amber Shaheen","year":2023,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Windsor; Drosophila (subgenus); Neuroscience; Library science; Genetics; Ecology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00572512,0.001039082,0.001023143,0.001493969,0.01043577,0.006288838,0.001234923,0.003507709,0.174705],"category_scores_gemma":[0.03406432,0.0007910226,0.0004411101,0.0007515985,0.002627805,0.005236777,0.00539435,0.008507727,0.08481141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004503082,"about_ca_system_score_gemma":0.008025015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005515221,"about_ca_topic_score_gemma":0.007583095,"domain_scores_codex":[0.9916608,0.002798899,0.0003471119,0.001352141,0.002816361,0.001024778],"domain_scores_gemma":[0.9608679,0.004312729,0.001961027,0.001830969,0.01439838,0.01662912],"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":[0.00007101989,0.0000979684,0.0004897479,0.0001033856,0.000004412496,0.0007479581,0.009174951,0.00002667781,0.001116263,0.002383933,0.9565983,0.0291853],"study_design_scores_gemma":[0.00001062427,0.00004584763,0.0004620267,0.0001245834,0.000001812818,0.0009434996,0.01424931,0.00006080315,0.0002759634,0.0007239866,0.9830691,0.00003230722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04444901,0.01354029,0.01331993,0.5541272,0.1068036,0.001509736,0.003614839,0.003652438,0.2589829],"genre_scores_gemma":[0.1084346,0.002467814,0.005420778,0.1314102,0.00511103,0.001020088,0.0004298578,0.001141351,0.7445643],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.174705,"threshold_uncertainty_score":0.5844465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306859086228887,"score_gpt":0.232203341624919,"score_spread":0.2191347507626301,"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."}}