{"id":"W4316092867","doi":"10.18356/9789214030065c016","title":"Developing a new brand – Case Study Statistics Canada","year":2021,"lang":"en","type":"book-chapter","venue":"United Nations eBooks","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Statistics; Marketing; Advertising; Psychology; Sociology; Public relations; Business; Political science; Mathematics; Finance","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":[0.004553519,0.0003258248,0.0002993919,0.001968329,0.009647082,0.006911685,0.001947083,0.001953328,0.009366353],"category_scores_gemma":[0.005409321,0.0003431397,0.0004260649,0.006932585,0.002844185,0.002095172,0.002054141,0.001872072,0.001413836],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06378159,"about_ca_system_score_gemma":0.05492547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.949062,"about_ca_topic_score_gemma":0.9746271,"domain_scores_codex":[0.9956471,0.001321895,0.0001047453,0.0002111656,0.001734432,0.0009805086],"domain_scores_gemma":[0.9949747,0.001157239,0.0001235546,0.0002443226,0.002561194,0.0009390214],"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":[0.0001605788,0.0006406589,0.01521771,0.0003793535,0.0000286352,0.01038632,0.07419495,0.004786451,0.001585844,0.2442566,0.4385958,0.2097671],"study_design_scores_gemma":[0.00002406966,0.00006065255,0.00909747,0.0001712293,0.0000139439,0.001055058,0.06188719,0.002118972,0.0006445433,0.004409483,0.9204592,0.0000582805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2173114,0.00263135,0.007135501,0.02794796,0.0005753498,0.0009309097,0.001883196,0.0002969838,0.7412874],"genre_scores_gemma":[0.563879,0.0041694,0.03062991,0.005917258,0.0001164562,0.0003625287,0.001845612,0.0004813051,0.3925985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9362184,"threshold_uncertainty_score":0.46277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194598116425294,"score_gpt":0.333979525184337,"score_spread":0.2145197135418075,"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."}}