{"id":"W2318294594","doi":"10.5114/bta.2015.56570","title":"Artificial life forms: the strains of the future?","year":2016,"lang":"en","type":"article","venue":"BioTechnologia","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006755356,0.00005959204,0.00005264595,0.00002665147,0.00002852012,0.000004138746,0.0002653903,0.0001750375,0.00002388836],"category_scores_gemma":[0.00005365226,0.00002197211,0.00003463706,0.0002067886,0.0001212801,0.00002151452,0.0000284421,0.0001144316,0.00001817851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001971403,"about_ca_system_score_gemma":0.00001279358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001377812,"about_ca_topic_score_gemma":0.00000466251,"domain_scores_codex":[0.9996366,0.000002968134,0.000107183,0.00005545055,0.00007925394,0.0001185641],"domain_scores_gemma":[0.9996902,0.00001395942,0.00001543544,0.000253555,0.000008125432,0.00001872258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002727753,0.00003629139,0.0003205518,0.00009466645,0.00005250332,2.953341e-7,0.0001029605,0.00008006566,0.4260063,0.0589532,0.01742114,0.4969293],"study_design_scores_gemma":[0.0002029483,0.00006689483,0.06059426,0.0001398295,0.00002688648,0.000007040099,0.0005657927,0.001438856,0.7282323,0.01211518,0.1962486,0.0003615175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578152,0.000533842,0.008800299,0.0296912,0.001929957,0.0001484741,0.0000191297,0.0006867414,0.0003752096],"genre_scores_gemma":[0.9995604,0.00007311309,0.0001165355,0.00003038906,0.0001704259,0.000007825983,3.472119e-7,0.000007053962,0.00003391541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4965677,"threshold_uncertainty_score":0.1350049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007590150672248096,"score_gpt":0.1831340242969862,"score_spread":0.1755438736247381,"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."}}