{"id":"W7140152420","doi":"","title":"Let's Talk Density","year":2013,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Word (group theory); Spectrum (functional analysis)","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":[],"consensus_categories":[],"category_scores_codex":[0.00113631,0.0008671812,0.0003773439,0.001621078,0.004965387,0.007091508,0.00101066,0.002473174,0.1876417],"category_scores_gemma":[0.005919124,0.0003169695,0.0005354609,0.0008702895,0.003938904,0.01654739,0.006163986,0.004358209,0.06033942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101047,"about_ca_system_score_gemma":0.001778237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144648,"about_ca_topic_score_gemma":0.02473122,"domain_scores_codex":[0.9990446,0.0002667774,0.00003204798,0.0001270928,0.000362637,0.0001668063],"domain_scores_gemma":[0.9982464,0.0004227522,0.0000709779,0.0001499005,0.0005842666,0.0005257712],"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":[0.00002697125,0.00002277953,0.0002550275,0.00009519808,0.000004855298,0.00009557141,0.005135091,0.0000263505,0.0001308109,0.1005928,0.8534788,0.04013563],"study_design_scores_gemma":[0.000003895603,0.000005325267,0.0002803076,0.000104818,0.000002870203,0.0001337166,0.002862307,0.0000246217,0.0000923307,0.008937674,0.987541,0.00001106974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001900839,0.001906024,0.003970464,0.04412748,0.007946671,0.00003815179,0.0005728149,0.00148808,0.9380495],"genre_scores_gemma":[0.05709477,0.003102548,0.003022452,0.01893426,0.002694531,0.0001532549,0.0004915006,0.003086368,0.9114203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1876417,"threshold_uncertainty_score":0.6277239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702343717710915,"score_gpt":0.3009947076367621,"score_spread":0.2639712704596529,"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."}}