{"id":"W4200129379","doi":"10.1242/jcs.259567","title":"First person – Emma Lacroix","year":2021,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biology; Selection (genetic algorithm); Cognitive science; Psychology; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00615801,0.0009981899,0.0009167158,0.001184409,0.005011587,0.005644338,0.001321449,0.003546348,0.1729649],"category_scores_gemma":[0.03614733,0.00058912,0.0003927937,0.0005609965,0.001913662,0.004443935,0.004291155,0.007341482,0.08783343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381432,"about_ca_system_score_gemma":0.006333952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003389307,"about_ca_topic_score_gemma":0.003362302,"domain_scores_codex":[0.9925187,0.00213007,0.0002730393,0.001569133,0.002796896,0.0007121145],"domain_scores_gemma":[0.9729668,0.003127893,0.001098265,0.00123352,0.01048651,0.01108697],"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":[0.00004007202,0.00003584788,0.0002098438,0.00006845273,0.000003499998,0.0003946505,0.001218638,0.00003100402,0.0006107945,0.002880565,0.9765741,0.01793246],"study_design_scores_gemma":[0.000005672979,0.00001584177,0.000246126,0.00007448906,0.000001219466,0.0005788462,0.001664263,0.00006921974,0.0001848361,0.0008214049,0.9963216,0.00001664285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007383462,0.01556037,0.007690443,0.705482,0.1473499,0.0003411988,0.001115947,0.002048651,0.113028],"genre_scores_gemma":[0.06547112,0.004481888,0.003480611,0.2051717,0.01610143,0.0005473002,0.0002490996,0.001135898,0.703361],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1729649,"threshold_uncertainty_score":0.5786252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006376459457865214,"score_gpt":0.2268425716603508,"score_spread":0.2204661122024856,"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."}}