{"id":"W4392422200","doi":"10.5771/9781538165911-i","title":"Preface","year":2022,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.000734082,0.0008427198,0.0006017338,0.002988669,0.00522071,0.005244515,0.001566966,0.001152242,0.440512],"category_scores_gemma":[0.0038984,0.0003028706,0.0003834822,0.003761561,0.0008154899,0.002018703,0.001426795,0.002375002,0.2291812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191389,"about_ca_system_score_gemma":0.01508077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3840706,"about_ca_topic_score_gemma":0.4989349,"domain_scores_codex":[0.9992092,0.00003878674,0.00002417841,0.0000859152,0.0005264269,0.0001155478],"domain_scores_gemma":[0.9968342,0.0001414718,0.00004816234,0.000137424,0.00239725,0.0004416387],"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":[0.000004807652,0.000004934793,0.0000396615,0.00003454811,4.007941e-7,0.000015539,0.00005331341,0.00002702174,0.00003891044,0.003539449,0.9791093,0.01713206],"study_design_scores_gemma":[5.201013e-7,0.000001303981,0.0001229661,0.00003731328,3.546979e-7,0.00001295961,0.00004813111,0.000008948792,0.00001835991,0.0004298012,0.9993174,0.00000200188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000575528,0.005909821,0.001239132,0.01176416,0.0276781,0.0002413275,0.01150646,0.0007792487,0.9403063],"genre_scores_gemma":[0.002058317,0.002853517,0.0007012651,0.001439443,0.001979116,0.00005043618,0.004495446,0.0003074963,0.9861149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.440512,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605568525972735,"score_gpt":0.2525809669083196,"score_spread":0.2265252816485923,"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."}}