{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004777622,0.0008127402,0.0006471472,0.001239123,0.006331837,0.005074634,0.0009272131,0.002809257,0.09450218],"category_scores_gemma":[0.0320544,0.0004700204,0.0003066895,0.0005837607,0.00284377,0.004727317,0.003943443,0.005225546,0.04222915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350171,"about_ca_system_score_gemma":0.006000105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454857,"about_ca_topic_score_gemma":0.00564547,"domain_scores_codex":[0.992619,0.002325136,0.0002366578,0.001363063,0.002559945,0.0008961814],"domain_scores_gemma":[0.9805032,0.003988726,0.001593628,0.001152002,0.0057899,0.006972536],"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":[0.00005161314,0.00005443801,0.0005272438,0.0001134506,0.000005042504,0.0005422721,0.009572711,0.00004085774,0.0007767858,0.006353518,0.9443168,0.03764517],"study_design_scores_gemma":[0.000004627906,0.00001295627,0.0003211523,0.00011586,0.000001175776,0.0005902083,0.006054128,0.00004093129,0.0001955999,0.0009371353,0.9917082,0.00001790377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02068193,0.02213338,0.01198048,0.6616034,0.06040527,0.0003729144,0.001341553,0.002035596,0.2194456],"genre_scores_gemma":[0.1846503,0.006622955,0.006038675,0.1651594,0.006925111,0.0005586003,0.0003455698,0.001658833,0.6280406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9054978,"threshold_uncertainty_score":0.3161413,"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."}}