{"id":"W4214618836","doi":"10.1108/oxan-es265001","title":"Canada reshuffle brings new faces at key ministries","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Engineering; Construction engineering; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008463511,0.0002897054,0.0004105831,0.00004695367,0.001006914,0.0001352004,0.0002776215,0.0002487181,0.01610781],"category_scores_gemma":[0.000141803,0.0002843137,0.0001330366,0.0002619477,0.000315566,0.0000531546,0.0002027953,0.0001613688,0.00002613247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564644,"about_ca_system_score_gemma":0.002632747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996282,"about_ca_topic_score_gemma":0.9982558,"domain_scores_codex":[0.9979756,0.00006416553,0.0002407812,0.0004728396,0.0006602686,0.0005862878],"domain_scores_gemma":[0.9991336,0.0000618927,0.0001734497,0.0002886859,0.00006260966,0.0002797286],"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":[0.000004035832,0.000007206059,0.00001011649,0.0000151633,0.00007735318,0.00004313991,0.006087643,3.944532e-7,0.0000120252,0.001776399,0.9915812,0.0003852956],"study_design_scores_gemma":[0.0001498922,0.000009195623,0.00005009857,0.0001378677,0.00001413272,0.000003082463,0.0003324306,3.688281e-7,0.00004851018,0.00002956445,0.9988455,0.000379406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002849045,0.02331685,0.000005413553,0.4385642,0.0006600908,0.0002141658,0.00006578227,0.0001399445,0.5370051],"genre_scores_gemma":[0.00005313748,0.002293495,0.0002905985,0.05874871,0.001989393,0.00001493903,0.0001007176,0.0001531501,0.9363558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3993507,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210773917940497,"score_gpt":0.2847763170305468,"score_spread":0.2626685778511418,"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."}}