{"id":"W7025508621","doi":"","title":"[Woman holding certificate at 2012 TABPHE conference]","year":2012,"lang":"en","type":"other","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Banner; Certificate; Front (military); Table (database); Set (abstract data type); Quarter (Canadian coin)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004705443,0.0002204813,0.0002249417,0.0001208433,0.0002021173,0.0004702439,0.000242064,0.0001201141,0.7706317],"category_scores_gemma":[0.00000103688,0.0001528561,0.00006987048,0.00001519459,0.000120723,0.000915907,0.0001306906,0.0000909986,0.01401673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001356154,"about_ca_system_score_gemma":0.00001528041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007282926,"about_ca_topic_score_gemma":0.001967888,"domain_scores_codex":[0.9991901,0.00001190857,0.000235594,0.0001280013,0.0001553375,0.0002790435],"domain_scores_gemma":[0.9993674,0.0000122255,0.0002248126,0.0002723209,0.00003115502,0.00009211907],"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":[0.000001549152,0.000006175506,0.000006250462,0.00005539647,0.00002482027,1.114519e-7,0.003135588,1.639562e-8,8.028449e-7,0.368813,0.6275051,0.0004511205],"study_design_scores_gemma":[0.00008579037,0.000007574041,0.000007013964,0.00004296223,0.00001971958,6.109106e-7,0.001667257,0.00001310078,0.00002505286,0.0001466325,0.9977232,0.0002610472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001504478,0.0009251762,0.000009790504,0.0004947037,0.001352951,0.0001467644,0.0001217462,0.0003779143,0.9965559],"genre_scores_gemma":[0.002206267,0.0001305725,0.00005137788,0.001443407,0.001903843,0.00001477157,0.0002817448,0.0001627616,0.9938052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7566149,"threshold_uncertainty_score":0.986751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178000197000732,"score_gpt":0.2349093136377713,"score_spread":0.05690911663703932,"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."}}