{"id":"W4389677078","doi":"10.1515/9780889775046","title":"Mapmaker","year":2017,"lang":"uk","type":"book","venue":"University of Regina Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0002522155,0.0002261408,0.0005258848,0.0004549161,0.00301859,0.0002665559,0.001596583,0.0006436428,0.0004662391],"category_scores_gemma":[0.00003340834,0.0003912586,0.0004032172,0.00001194932,0.006465159,0.0001842442,0.0002802344,0.0004545433,0.0001738037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250453,"about_ca_system_score_gemma":0.004422117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6836284,"about_ca_topic_score_gemma":0.8354303,"domain_scores_codex":[0.9983612,0.0001408016,0.00009498238,0.000456699,0.0005439419,0.0004023314],"domain_scores_gemma":[0.9978175,0.00006123883,0.0007223402,0.0008482094,0.0002219788,0.0003287788],"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":[0.00004979336,0.00001611612,0.000005619394,0.0002488555,0.0001501616,0.0003146481,0.01286594,5.81587e-7,0.000003416934,0.1612398,0.813052,0.01205308],"study_design_scores_gemma":[0.000394368,0.0000385185,0.00002769167,0.0003714167,0.0002888591,0.000002123955,0.0007618794,0.000002394879,0.00000244944,0.0003206207,0.9974201,0.000369578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006873145,0.0006627652,0.00001930961,0.0007109772,0.0008096993,0.0003139145,0.0002141039,0.00003909662,0.9971614],"genre_scores_gemma":[0.0002550873,0.001587659,0.00005882343,0.00002146388,0.0002631864,1.395135e-7,0.00001382321,0.00001972157,0.9977801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1843681,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028212299989623,"score_gpt":0.2064761585843145,"score_spread":0.1782638585946915,"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."}}