{"id":"W843309327","doi":"","title":"Analytical Modelling of Isotype Heterojunctions","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Isotype; Immunology; Biology; Antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483456,0.0004534757,0.0004849873,0.0007351507,0.0004507102,0.001531273,0.001623404,0.001621587,0.002617824],"category_scores_gemma":[0.0007885657,0.0003382684,0.0007961956,0.0006179108,0.0006483096,0.0008474971,0.0006349034,0.0005426891,0.0008074678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326751,"about_ca_system_score_gemma":0.0007344689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002330879,"about_ca_topic_score_gemma":0.001834531,"domain_scores_codex":[0.9997848,0.0000313914,0.000007856111,0.00003649769,0.00009544415,0.00004403352],"domain_scores_gemma":[0.9997986,0.00006210578,0.00002564146,0.000024187,0.00007689296,0.00001268454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002342734,0.00005771075,0.0005080362,0.0001350084,0.00002397217,0.0005342935,0.0002420605,0.7601781,0.02863229,0.1992805,0.001423234,0.008961387],"study_design_scores_gemma":[0.000002601397,0.00001220805,0.0001431105,0.00001307601,0.000006239296,0.00008532611,0.00003060009,0.9857469,0.001491943,0.009445374,0.003016916,0.000005805634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1463348,0.003312542,0.635421,0.0008813994,0.0002192628,0.000147511,0.0004934228,0.0006218552,0.2125683],"genre_scores_gemma":[0.912785,0.002657475,0.03355766,0.0001850598,0.00008205828,0.0001882504,0.0002267868,0.0001457537,0.05017203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002617824,"threshold_uncertainty_score":0.009626329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292944131854996,"score_gpt":0.2228420974141106,"score_spread":0.1999126560955606,"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."}}