{"id":"W4391085274","doi":"10.5622/illinois/9780252044724.003.0001","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"University of Illinois Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Moss; Understory; Acre; Forestry; Lichen; Archaeology; Ecology; Agroforestry; Canopy; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00155807,0.0009184294,0.0006352252,0.00116678,0.002917292,0.006704632,0.002409837,0.003355859,0.5749407],"category_scores_gemma":[0.005163259,0.0003883912,0.0007238004,0.001162552,0.001076162,0.004838099,0.004888562,0.003335099,0.4122006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518235,"about_ca_system_score_gemma":0.004195555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800105,"about_ca_topic_score_gemma":0.006596999,"domain_scores_codex":[0.9982047,0.0002394477,0.0000869467,0.0004485844,0.0007265414,0.0002936907],"domain_scores_gemma":[0.9974223,0.0002273857,0.00009464013,0.0002968407,0.001168901,0.0007898778],"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":[0.00003586032,0.00004261382,0.000507145,0.0001316758,0.000004739079,0.000151242,0.0003173168,0.00003587304,0.000191757,0.01715947,0.8876235,0.0937987],"study_design_scores_gemma":[0.000003030202,0.000009083659,0.0002223674,0.00007207038,0.000001284412,0.0001144431,0.0001484392,0.00001484599,0.00004263429,0.001568884,0.9977987,0.000004142166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001630258,0.004108119,0.004814405,0.02283446,0.01526502,0.000220624,0.004363645,0.00197769,0.9447857],"genre_scores_gemma":[0.009732111,0.003420898,0.00342031,0.01323594,0.002512377,0.0002184936,0.004575009,0.0008851386,0.9619997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9951999,"threshold_uncertainty_score":0.6062955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636239505086446,"score_gpt":0.1811164406302005,"score_spread":0.164754045579336,"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."}}