{"id":"W4400071205","doi":"10.1515/9780889779662","title":"The Good Walk","year":2023,"lang":"en","type":"book","venue":"University of Regina Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002333278,0.00007725583,0.0001516248,0.0001744866,0.001883045,0.00009641176,0.0007020552,0.0002221465,0.00003286884],"category_scores_gemma":[0.00002416058,0.0001013194,0.0001499184,0.00001668167,0.00208525,0.00003921158,0.0001050783,0.0002221751,0.00007609084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007660515,"about_ca_system_score_gemma":0.002181263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2984503,"about_ca_topic_score_gemma":0.9108069,"domain_scores_codex":[0.9991876,0.00007478143,0.00004292087,0.000160217,0.0003302905,0.0002041948],"domain_scores_gemma":[0.9992333,0.0001413745,0.0001560117,0.0002738709,0.00008866226,0.0001067563],"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":[0.00000536996,0.000001060545,2.871095e-7,0.00001943935,0.00002964226,0.00003186108,0.003821346,1.872455e-7,1.419922e-7,0.333952,0.6566501,0.005488582],"study_design_scores_gemma":[0.00008098337,0.000009252029,0.000004036001,0.00006164817,0.00005792909,2.340769e-7,0.0008617121,5.494052e-7,2.297987e-7,0.001543959,0.9972743,0.0001051586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004023757,0.0003721097,0.000004322244,0.0009290096,0.0004249007,0.0001596079,0.00004895735,0.00007429755,0.9979828],"genre_scores_gemma":[0.000006457239,0.001464509,0.00000679158,0.000009167047,0.0001300248,1.460778e-7,0.000004877236,0.00001182204,0.9983662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6123566,"threshold_uncertainty_score":0.9994164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184335799995603,"score_gpt":0.1991706854100851,"score_spread":0.1773273274101291,"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."}}