{"id":"W2485002759","doi":"10.1007/978-1-60761-292-6_23","title":"Tissue Culture Procedures and Tips","year":2009,"lang":"en","type":"book-chapter","venue":"Springer protocols handbooks/Springer protocols","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sterilization (economics); Tissue culture; Process engineering; Biochemical engineering; Biomedical engineering; Computer science; Engineering; Chemistry; Business; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001634727,0.001607408,0.001494813,0.002987517,0.001903586,0.001461401,0.00198919,0.00144928,0.08482011],"category_scores_gemma":[0.002094305,0.001136112,0.001213016,0.001919313,0.000748631,0.001462435,0.001647974,0.003494167,0.1208756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007268168,"about_ca_system_score_gemma":0.001374653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008407784,"about_ca_topic_score_gemma":0.002222844,"domain_scores_codex":[0.9980435,0.0001686015,0.0001867325,0.0002910465,0.001195043,0.0001151583],"domain_scores_gemma":[0.9991347,0.0002204172,0.00004974713,0.0002036192,0.0003103772,0.00008110375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001948492,0.0002758253,0.0005035364,0.004525127,0.00004638011,0.001728165,0.0007086317,0.001678159,0.2009861,0.02682065,0.368513,0.3940196],"study_design_scores_gemma":[0.000009260892,0.00006499016,0.0003103545,0.0003401994,0.00001443896,0.001366446,0.00004035189,0.0001953639,0.02046558,0.002208071,0.9749494,0.00003559147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007882399,0.06249059,0.5046713,0.003707239,0.009745916,0.007451619,0.02825095,0.01799451,0.3578054],"genre_scores_gemma":[0.01755752,0.07604171,0.4024384,0.004983684,0.001579353,0.01103872,0.04690764,0.005823559,0.4336293],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08482011,"threshold_uncertainty_score":0.2837515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310563468731257,"score_gpt":0.3172114336412847,"score_spread":0.286155086768159,"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."}}