{"id":"W2989130977","doi":"","title":"MacEwan Book of the Year Poster Designs","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001210494,0.00009093506,0.0001264344,0.0002291351,0.0006698674,0.0005505266,0.001610385,0.00005068101,0.001331391],"category_scores_gemma":[0.00006752423,0.00007186794,0.00008427315,0.0001876551,0.0003556747,0.001088419,0.0009435213,0.0006186414,0.0001514555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578038,"about_ca_system_score_gemma":0.00008856488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000337995,"about_ca_topic_score_gemma":0.0002329712,"domain_scores_codex":[0.9984061,0.0001132344,0.000117774,0.0002083599,0.0008522186,0.0003023451],"domain_scores_gemma":[0.9986413,0.00008085948,0.00008125649,0.0003103734,0.000817083,0.00006911765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001760048,0.000319696,0.1580999,0.0001408901,0.0001335391,0.00000259999,0.1435637,9.775621e-7,0.004236935,0.5101956,0.1827533,0.0003770033],"study_design_scores_gemma":[0.0005124575,0.0001649732,0.02119846,0.00008007345,0.00001331412,7.650565e-7,0.06285886,0.000008114601,0.0005652435,0.0003108391,0.9141684,0.0001184654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5952272,0.00004246919,3.202798e-7,0.002044576,0.00008264516,0.000363626,0.000010699,0.00003060076,0.4021978],"genre_scores_gemma":[0.848287,0.00002433252,0.00001733187,0.00007991949,0.00005399058,0.000001043914,0.000002377341,0.000009225927,0.1515248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7314152,"threshold_uncertainty_score":0.9995815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393496522784674,"score_gpt":0.3198849665936703,"score_spread":0.1805353143152029,"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."}}