{"id":"W6996894541","doi":"","title":"Techopia Live: Chipset famine and Canada's opportunity","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Famine; Chipset; Curran; Government (linguistics); Gold rush","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":[],"consensus_categories":[],"category_scores_codex":[0.001046227,0.0006752824,0.000254726,0.001253385,0.01896182,0.01249288,0.001366428,0.004965698,0.1963715],"category_scores_gemma":[0.002716032,0.0005478355,0.0004716665,0.001894761,0.00272899,0.003330807,0.003687694,0.004678657,0.02355421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02468001,"about_ca_system_score_gemma":0.0719186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9364802,"about_ca_topic_score_gemma":0.9829373,"domain_scores_codex":[0.9979972,0.00006348194,0.0000202727,0.0000927424,0.001047781,0.0007785039],"domain_scores_gemma":[0.9970795,0.0001935495,0.00004546826,0.000101253,0.0009208751,0.001659381],"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":[0.00001148338,0.00001019876,0.0002869475,0.00002763773,0.000001133651,0.0001589941,0.0003032354,0.00001850413,0.0001461832,0.006231242,0.9822886,0.01051591],"study_design_scores_gemma":[0.000003171568,0.000004124699,0.0006025963,0.00002134454,0.000001041321,0.00003794124,0.0007611576,0.00002041373,0.00005990791,0.0002242361,0.9982565,0.000007481747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006501468,0.006641611,0.0004731457,0.1329315,0.006591195,0.00006705029,0.002507373,0.0006510142,0.8436357],"genre_scores_gemma":[0.01500377,0.002412077,0.0002386066,0.01624223,0.0002928944,0.00001476334,0.0005366365,0.0002869211,0.9649723],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1963715,"threshold_uncertainty_score":0.656928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006596610079886606,"score_gpt":0.1801574575027297,"score_spread":0.1735608474228431,"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."}}