{"id":"W4200157374","doi":"10.1142/9789811228698_fmatter","title":"FRONT MATTER","year":2021,"lang":"en","type":"paratext","venue":"Regenerative medicine, artificial cells and nanomedicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Front (military); Geology; Oceanography","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001165341,0.001618112,0.003317522,0.0009145944,0.0005344643,0.0001037125,0.0004678882,0.0008729586,0.192415],"category_scores_gemma":[0.0001549692,0.001180727,0.000249457,0.000819404,0.002234047,0.0001521918,0.0002500339,0.00145279,0.1135729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003397594,"about_ca_system_score_gemma":0.0005334415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007294947,"about_ca_topic_score_gemma":0.0003528525,"domain_scores_codex":[0.9923463,0.0007522235,0.001934906,0.002152253,0.001527862,0.001286488],"domain_scores_gemma":[0.9957733,0.0004084622,0.0009525353,0.001183671,0.0007652259,0.0009168358],"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":[0.0001248335,0.0001247458,0.00001915417,0.000363054,0.0002699856,0.0001924103,0.001673788,0.00001744225,0.2035264,0.0001247804,0.7919134,0.001649968],"study_design_scores_gemma":[0.001468663,0.0007955458,0.00006515174,0.002126054,0.0006488676,0.00008605626,0.001493183,0.0001473936,0.07065297,0.00008015509,0.9212133,0.00122262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01391622,0.2274368,0.002194881,0.01434727,0.03328538,0.003163513,0.002343728,0.0002161025,0.7030962],"genre_scores_gemma":[0.0108539,0.006791719,0.0004175294,0.004439893,0.02779213,0.000198771,0.005774602,0.0006013172,0.9431301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.240034,"threshold_uncertainty_score":0.9996566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811988299952815,"score_gpt":0.2797487296210269,"score_spread":0.2516288466214988,"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."}}