{"id":"W1776683876","doi":"10.21083/partnership.v3i1.511","title":"As We Evolve","year":2008,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.01220864,0.0009069584,0.0008569815,0.002284409,0.01993932,0.0309653,0.002928288,0.0094242,0.05792189],"category_scores_gemma":[0.03348375,0.0006668631,0.0007704631,0.00249445,0.02326856,0.03434715,0.02313514,0.01687107,0.02532757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01397987,"about_ca_system_score_gemma":0.0348051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06709788,"about_ca_topic_score_gemma":0.1023783,"domain_scores_codex":[0.9840949,0.005255981,0.0005064229,0.001928798,0.003983264,0.004230585],"domain_scores_gemma":[0.9728097,0.002894958,0.00122904,0.001677731,0.006323845,0.01506478],"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":[0.00004585353,0.00006599571,0.00292395,0.0002045898,0.00003025737,0.000415375,0.06231388,0.00008669333,0.0003067499,0.1731828,0.6672223,0.0932016],"study_design_scores_gemma":[0.000004784517,0.000008183615,0.0004785884,0.0001362862,0.000005647375,0.0001067525,0.02324364,0.00002120347,0.00003391464,0.01779584,0.9581482,0.0000168923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01004923,0.01812442,0.00637291,0.7174118,0.01896033,0.0001044616,0.0003290813,0.0007720503,0.2278758],"genre_scores_gemma":[0.1359744,0.02257469,0.01133489,0.4845675,0.008600527,0.0004801786,0.0006391482,0.001433778,0.3343949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9329021,"threshold_uncertainty_score":0.193768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08093756083385124,"score_gpt":0.3448837991691033,"score_spread":0.263946238335252,"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."}}