{"id":"W4230241015","doi":"10.18733/cpi29585","title":"Adjustments","year":2021,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Poetry; Immigration; History; Art; Geography; Literature; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001980276,0.0007034125,0.0003022677,0.000801091,0.005000633,0.005055729,0.00199367,0.001872221,0.3158067],"category_scores_gemma":[0.00913543,0.0003126349,0.0004591599,0.0009277991,0.002290495,0.00306508,0.003981856,0.002479074,0.1307999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540637,"about_ca_system_score_gemma":0.005850668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257049,"about_ca_topic_score_gemma":0.03085459,"domain_scores_codex":[0.9972411,0.0004738681,0.0001108899,0.0006181431,0.001047345,0.000508628],"domain_scores_gemma":[0.9969186,0.0001763298,0.0001199926,0.0004408509,0.00167435,0.0006699241],"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":[0.0001226993,0.00007810154,0.003136044,0.0001772962,0.00001210528,0.0003284701,0.009462404,0.0001307039,0.001063219,0.1525236,0.7002301,0.1327353],"study_design_scores_gemma":[0.000005574002,0.000008971064,0.0008849379,0.00005274685,0.000001798859,0.00006599684,0.001734728,0.00002705327,0.00008914228,0.003309548,0.9938123,0.000006963961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00634795,0.0004414831,0.003406731,0.01796724,0.004978493,0.0002734418,0.001582683,0.0008185442,0.9641834],"genre_scores_gemma":[0.05739173,0.0005813763,0.003682285,0.007289718,0.0005264282,0.0002711847,0.001976688,0.0007509118,0.9275297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9774295,"threshold_uncertainty_score":0.9759187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6290624968547285,"score_gpt":0.4688955274282436,"score_spread":0.1601669694264849,"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."}}