{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001918873,0.00131697,0.0006651256,0.002572069,0.004660809,0.0100806,0.001708657,0.002900797,0.2869076],"category_scores_gemma":[0.00474409,0.001142272,0.0009894511,0.001647923,0.001294776,0.004971955,0.002116464,0.004451859,0.09459476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003558059,"about_ca_system_score_gemma":0.00412801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008000719,"about_ca_topic_score_gemma":0.02220524,"domain_scores_codex":[0.9986569,0.0002618524,0.00004591085,0.0001431483,0.0007792562,0.0001128761],"domain_scores_gemma":[0.9981159,0.0003302134,0.00005721091,0.0002429297,0.0009256909,0.0003281011],"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":[0.00001611501,0.00001411067,0.0000157564,0.00004024401,0.00000219402,0.00001878786,0.000080024,0.00006607993,0.0001510909,0.02899387,0.9393717,0.03122988],"study_design_scores_gemma":[0.000002385186,0.000006060124,0.00002581003,0.00004018646,0.000001141042,0.00002089558,0.00003388192,0.00003367205,0.00005045311,0.00268927,0.997092,0.000004295776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003592992,0.009133972,0.005984145,0.01408583,0.03470342,0.0001721539,0.0004339541,0.0005983228,0.9345289],"genre_scores_gemma":[0.001100037,0.001570809,0.001095902,0.001164936,0.001621898,0.00004912383,0.00008095545,0.0002282037,0.9930882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2869076,"threshold_uncertainty_score":0.9598014,"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."}}