{"id":"W4236847142","doi":"10.1242/jcs.246843","title":"First person – Olivia Grafinger","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invadopodia; Biology; Integrin; Phosphorylation; Cell adhesion; Selection (genetic algorithm); Cell biology; Library science; Cell; Cancer; Biochemistry; Genetics; Cancer cell; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006009556,0.00006465575,0.0001660537,0.0001556222,0.0001114635,0.00004976834,0.0003399998,0.00002466153,0.0003989867],"category_scores_gemma":[0.0005207736,0.00004587235,0.00009792206,0.0007513189,0.0002544219,0.0001637493,0.00006015465,0.000319073,0.0001287244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007850665,"about_ca_system_score_gemma":0.0004603021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003038449,"about_ca_topic_score_gemma":5.642275e-7,"domain_scores_codex":[0.9981845,0.00001597896,0.0001963668,0.0001404698,0.001214504,0.0002481822],"domain_scores_gemma":[0.9987631,0.00005040237,0.0001305876,0.0001121231,0.0003403211,0.0006035037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001018722,0.00007447853,0.002601262,0.00006437106,0.000003911582,0.0003820112,0.001090677,0.00003355088,0.9866024,0.00001498004,0.0078745,0.001155954],"study_design_scores_gemma":[0.002370441,0.003150283,0.0499445,0.0001988602,0.0000631342,0.0007601982,0.001301021,0.008200099,0.84119,0.00003905468,0.09254811,0.0002342946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619676,0.0003466886,0.0006052398,0.01865549,0.0001388848,0.00009624783,3.178608e-7,0.0000088802,0.01818066],"genre_scores_gemma":[0.994922,0.00008624206,0.002876808,0.001091621,0.0002104533,2.501588e-7,5.718526e-8,0.000006866168,0.0008056981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1454124,"threshold_uncertainty_score":0.4368625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419167802689992,"score_gpt":0.3039229768428705,"score_spread":0.2597312988159705,"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."}}