{"id":"W7006657061","doi":"","title":"Virtual Production Innovation Hub (Expo Booth)","year":2022,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Production (economics); Focus (optics); Studio; Set (abstract data type); Virtual reality; Production system (computer science); Emerging technologies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007760138,0.0004912897,0.0002316418,0.001073959,0.001382803,0.002403127,0.0007877481,0.0005435421,0.5342488],"category_scores_gemma":[0.001507398,0.0003240751,0.000331847,0.0006146099,0.000369677,0.001459016,0.003350369,0.001128433,0.1735857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007248216,"about_ca_system_score_gemma":0.001409838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855232,"about_ca_topic_score_gemma":0.008296183,"domain_scores_codex":[0.9995284,0.00004234457,0.000008419267,0.0000584462,0.0002441882,0.0001181923],"domain_scores_gemma":[0.9990636,0.00007827482,0.0000248304,0.0001140826,0.0002314436,0.0004879284],"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":[0.0002382416,0.0001575406,0.0004831466,0.0001194151,0.000002568773,0.0003228073,0.0004755978,0.0004648507,0.004255136,0.00953378,0.8078821,0.1760648],"study_design_scores_gemma":[0.00003192923,0.0000742464,0.001577209,0.00003662409,0.000002147133,0.0001382818,0.0002674585,0.0007161443,0.001785042,0.001033477,0.9943193,0.00001831642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008469133,0.0001981083,0.03043574,0.0008583269,0.00139962,0.0007640024,0.00732733,0.0198039,0.9307438],"genre_scores_gemma":[0.03864279,0.0002581776,0.02646969,0.0003185581,0.0003200866,0.0004543728,0.006610486,0.004846923,0.9220789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5342488,"threshold_uncertainty_score":0.6643375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006186767860758305,"score_gpt":0.2210571976830634,"score_spread":0.2148704298223051,"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."}}