{"id":"W2993560765","doi":"","title":"From the Cover Artist","year":2007,"lang":"en","type":"article","venue":"Human architecture","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Cover (algebra); Art; Art history; Visual arts; Computer science; Engineering","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":[0.0001236833,0.0001556107,0.0001236901,0.00003268441,0.0008357911,0.0001071871,0.0003416649,0.0000831932,0.006135868],"category_scores_gemma":[0.0000177007,0.00008936432,0.00009092458,0.00001956549,0.0005501825,0.00004236488,0.00006913217,0.0004479096,0.0004221042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001464279,"about_ca_system_score_gemma":0.000006733794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003483651,"about_ca_topic_score_gemma":0.01544935,"domain_scores_codex":[0.9991688,0.00002316794,0.0001594269,0.0002064993,0.0001529115,0.0002891859],"domain_scores_gemma":[0.9994246,0.00007156421,0.00005903916,0.0003684042,0.00003084879,0.00004554603],"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":[0.00003521267,0.00007629245,0.0003826075,0.00000783535,0.0001030639,0.00004126211,0.1673572,0.00001088592,0.001519041,0.3490395,0.4645046,0.01692241],"study_design_scores_gemma":[0.0001680272,0.00003570757,0.001891848,0.00001234168,0.00002091956,0.000004419634,0.003702271,9.583325e-7,0.0002685365,0.05510841,0.9386481,0.0001384401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4161993,0.001053324,0.0008810157,0.005463162,0.0006692916,0.000348846,0.0002014542,0.0006402547,0.5745433],"genre_scores_gemma":[0.9666733,0.000003275015,0.00006563768,0.002935953,0.002904008,0.000006373681,0.00007311564,0.00002168499,0.02731663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.550474,"threshold_uncertainty_score":0.9947727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001561568240056,"score_gpt":0.2354627254616457,"score_spread":0.2154471097792452,"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."}}