{"id":"W4236556691","doi":"10.1242/jcs.258525","title":"First person – Zofia Ostrowska-Podhorodecka","year":2021,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Vimentin; Selection (genetic algorithm); Integrin; Cell adhesion; Library science; Cognitive science; Cell; Genetics; Immunology; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.004711251,0.0009638958,0.001057321,0.001615569,0.007867504,0.005062736,0.0008396315,0.002532625,0.07292058],"category_scores_gemma":[0.02299969,0.0005755572,0.0003576093,0.000758721,0.003077205,0.00580232,0.004747148,0.00664093,0.03219166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003979438,"about_ca_system_score_gemma":0.00478107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837087,"about_ca_topic_score_gemma":0.004369087,"domain_scores_codex":[0.9950919,0.001835537,0.0001732635,0.0008193848,0.001423244,0.0006565699],"domain_scores_gemma":[0.9832615,0.002805692,0.001087375,0.0007635915,0.00522439,0.006857495],"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":[0.0001144183,0.00009509163,0.0009189726,0.0002701754,0.00001226711,0.0007139664,0.02505768,0.00004087434,0.00180337,0.007330477,0.9353849,0.02825785],"study_design_scores_gemma":[0.000007636433,0.00001781928,0.0006147832,0.0001941328,0.000002365133,0.0007387403,0.01314777,0.00004424051,0.0002703877,0.0009377772,0.9839939,0.00003049578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04651166,0.03769141,0.01285506,0.7112298,0.06340418,0.000655972,0.002006158,0.001692513,0.1239532],"genre_scores_gemma":[0.3077576,0.01443951,0.008199628,0.2313973,0.0067894,0.001486839,0.0005956835,0.001731781,0.4276023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07292058,"threshold_uncertainty_score":0.2439436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009602710457214031,"score_gpt":0.2362514244844062,"score_spread":0.2266487140271921,"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."}}