{"id":"W4254499914","doi":"10.1142/6395","title":"Artificial Cells","year":2007,"lang":"en","type":"book","venue":"Regenerative medicine, artificial cells and nanomedicine","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009889294,0.001131333,0.001850453,0.0006131578,0.0004812212,0.0000570954,0.0003542423,0.0005047008,0.004103158],"category_scores_gemma":[0.00001675923,0.0008794222,0.0002575346,0.0003676674,0.001462134,0.00009353449,0.0001333012,0.001090531,0.000305867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538781,"about_ca_system_score_gemma":0.0005388512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122065,"about_ca_topic_score_gemma":0.00007519861,"domain_scores_codex":[0.9952174,0.0001258849,0.001628284,0.00119295,0.0008568993,0.0009785319],"domain_scores_gemma":[0.9971642,0.0004018976,0.0007582502,0.0006567359,0.0003574775,0.0006614411],"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":[0.0002309339,0.0003121829,0.00004555265,0.0002881492,0.0005246993,0.0001516264,0.002325356,0.00004683511,0.3100477,0.1091167,0.4994273,0.07748295],"study_design_scores_gemma":[0.001036293,0.001202958,0.00001042441,0.0009823522,0.0009257185,0.00000933564,0.0007957146,0.0002819533,0.2658291,0.02419176,0.7031829,0.001551448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005787204,0.01214306,0.03144067,0.002550218,0.01166095,0.00306401,0.0008306151,0.0002407155,0.9322826],"genre_scores_gemma":[0.02530986,0.0005839726,0.0006137139,0.0009117467,0.03550525,0.00003346914,0.001424349,0.0002707834,0.9353468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2037556,"threshold_uncertainty_score":0.9993656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301718862973474,"score_gpt":0.2579433581802034,"score_spread":0.2349261695504687,"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."}}