{"id":"W4377252672","doi":"10.1515/9780773551992-003","title":"Preface","year":2017,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Canadian Policy 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":[0.001003635,0.0009120282,0.0006974313,0.002172475,0.002903308,0.004643285,0.001510497,0.00137327,0.5777435],"category_scores_gemma":[0.006569927,0.0004073261,0.0005979249,0.002133181,0.0008109864,0.003421951,0.002246002,0.003293352,0.4013383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551371,"about_ca_system_score_gemma":0.002589214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00581392,"about_ca_topic_score_gemma":0.006574338,"domain_scores_codex":[0.9990694,0.0001192174,0.00005738967,0.000184284,0.0004673525,0.0001023788],"domain_scores_gemma":[0.9969049,0.0004322355,0.0001120625,0.0003029428,0.001798593,0.0004492307],"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":[0.00001784234,0.00001479015,0.00009185311,0.00008339396,0.00000135579,0.0000436817,0.0001001877,0.00004289524,0.00008292628,0.004883114,0.9679629,0.02667519],"study_design_scores_gemma":[0.000002039518,0.000007181596,0.0001978706,0.0000751176,7.080029e-7,0.00004275878,0.00009292564,0.00001591155,0.00003418383,0.0009488942,0.9985796,0.000002763083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009454471,0.005325238,0.002511176,0.01295832,0.05248657,0.0003308728,0.007491938,0.001136468,0.9168139],"genre_scores_gemma":[0.003805681,0.002825429,0.001002208,0.002958022,0.005671286,0.0001465382,0.006073899,0.0005370161,0.97698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5777435,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534697557425955,"score_gpt":0.2414794678045789,"score_spread":0.2161324922303193,"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."}}