{"id":"W3028469265","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Orientation to the Academy: Orientation to the Academy Resources","year":2017,"lang":"en","type":"article","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Orientation (vector space); Literary criticism; Library science; Political science; Art; Media studies; Sociology; Literature; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002370316,0.0007788972,0.0008592677,0.005146765,0.04694614,0.02671427,0.001748929,0.005925806,0.07003415],"category_scores_gemma":[0.01064347,0.0007178977,0.0003500815,0.00958883,0.01375236,0.006241821,0.004659936,0.004852814,0.00455921],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1406593,"about_ca_system_score_gemma":0.2200247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9692177,"about_ca_topic_score_gemma":0.9949505,"domain_scores_codex":[0.9965282,0.0003397924,0.0002053098,0.0002909293,0.001441079,0.001194734],"domain_scores_gemma":[0.9858581,0.002120568,0.0005929949,0.0003623255,0.003943825,0.007122072],"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":[0.0001366567,0.00005201069,0.005468204,0.0006570636,0.0000284804,0.0008736336,0.05850441,0.000110161,0.0006254215,0.08479459,0.8122999,0.03644955],"study_design_scores_gemma":[0.00001206833,0.00001423355,0.01794126,0.0004530194,0.00001886584,0.0001124006,0.06823406,0.00003803249,0.0003488227,0.001982589,0.9107682,0.00007651252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08165435,0.05052704,0.0002799129,0.313674,0.01663758,0.0001890012,0.003502726,0.0002898274,0.5332454],"genre_scores_gemma":[0.3742984,0.01747497,0.0006551705,0.01012003,0.001467044,0.00007269494,0.000621268,0.0003463633,0.594944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9692177,"threshold_uncertainty_score":0.9967134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203092635599195,"score_gpt":0.2912701177577935,"score_spread":0.2692391914018015,"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."}}