{"id":"W4388137666","doi":"10.1515/9781773851952","title":"Working for Canada","year":2022,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0007306809,0.001028592,0.0004955099,0.001946871,0.02233327,0.00854263,0.001194985,0.002463349,0.125803],"category_scores_gemma":[0.001794706,0.0003922947,0.0004314353,0.003482115,0.002644415,0.002696496,0.002381698,0.004067425,0.03070924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07401759,"about_ca_system_score_gemma":0.1528553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9618765,"about_ca_topic_score_gemma":0.989309,"domain_scores_codex":[0.9982728,0.00006750051,0.00002759371,0.0002319376,0.0008113356,0.00058877],"domain_scores_gemma":[0.9981201,0.00005200696,0.0000215276,0.00004788813,0.001151167,0.0006072777],"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":[0.000003390568,0.000002993984,0.0001172452,0.00002180609,9.297966e-7,0.00005442539,0.0004832984,0.00002184597,0.00004276275,0.01448441,0.9669197,0.01784736],"study_design_scores_gemma":[4.607384e-7,7.549349e-7,0.00009754299,0.00001740756,5.536654e-7,0.0000222261,0.0002808963,0.000006190628,0.00001498452,0.0002047899,0.9993514,0.000002739634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001580017,0.01614463,0.0006361674,0.05905108,0.01245989,0.00006318939,0.001920762,0.0003584891,0.9077857],"genre_scores_gemma":[0.003583035,0.002834827,0.0002696209,0.004202352,0.0001615851,0.00001080097,0.0003673836,0.000110386,0.9884599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.125803,"threshold_uncertainty_score":0.5370377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400524791038408,"score_gpt":0.2257646897431253,"score_spread":0.1917594418327412,"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."}}