{"id":"W2199812796","doi":"","title":"Open book: a very Hong Kong book design display 97-07","year":2008,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Media studies; Sociology","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":[0.000258175,0.0006025091,0.0003004021,0.0006493914,0.001119564,0.003406269,0.0004931415,0.0004620419,0.4226016],"category_scores_gemma":[0.0004417535,0.0003104424,0.0002301031,0.001469209,0.000345055,0.001171252,0.0008580736,0.0009663228,0.1896138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339934,"about_ca_system_score_gemma":0.002049388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03433162,"about_ca_topic_score_gemma":0.1147099,"domain_scores_codex":[0.999886,0.00001160261,0.000004640622,0.00001473089,0.00006234009,0.00002068879],"domain_scores_gemma":[0.9996718,0.00003406418,0.000008507392,0.00004641409,0.0001623838,0.00007681666],"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":[0.000022969,0.00001975905,0.0001963838,0.00006240562,0.00000232001,0.00005067134,0.0001432921,0.0000641185,0.000438837,0.001248768,0.9634761,0.03427433],"study_design_scores_gemma":[0.000003099277,0.000009547592,0.001144747,0.00002939208,0.000001705275,0.00004037529,0.0001745867,0.00005912502,0.0001944992,0.0001103008,0.9982275,0.000005125306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002774896,0.001328945,0.002089113,0.0006777068,0.001401315,0.0001489241,0.0048363,0.001352851,0.9853899],"genre_scores_gemma":[0.002941085,0.0005059719,0.0005145609,0.0001220711,0.00004462089,0.00003004597,0.001275784,0.0003589593,0.994207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4226016,"threshold_uncertainty_score":0.8235887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07525943241554295,"score_gpt":0.2707695185358986,"score_spread":0.1955100861203556,"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."}}