{"id":"W4231376011","doi":"10.3138/9781442698734","title":"Measuring the Mosaic","year":2010,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mosaic; Biography; Art history; Sociology; History; Epistemology; Philosophy; Archaeology","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":[0.004504083,0.0005497031,0.0003637875,0.004281819,0.004842456,0.007424795,0.0008013525,0.0009492891,0.01330771],"category_scores_gemma":[0.01430585,0.0002241901,0.0002489551,0.006206372,0.01167779,0.0131254,0.004757408,0.001780146,0.001277087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01127781,"about_ca_system_score_gemma":0.01000922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380334,"about_ca_topic_score_gemma":0.05315538,"domain_scores_codex":[0.9961856,0.001522105,0.0001059292,0.0003794066,0.001538659,0.0002682167],"domain_scores_gemma":[0.9952798,0.001649746,0.0004833882,0.0006450583,0.001476001,0.0004660622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001123451,0.00001888107,0.006518713,0.0001193729,0.00001285817,0.00002969352,0.01071835,0.0004514319,0.0003010324,0.8551512,0.03246557,0.09420171],"study_design_scores_gemma":[0.00000555422,0.00004389739,0.0135751,0.0006424282,0.00001568862,0.0001276525,0.02383718,0.001326434,0.0007125308,0.5600712,0.3996127,0.00002972105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06290986,0.01240421,0.06213884,0.02242965,0.0009054527,0.0002306397,0.000925969,0.0003156168,0.8377398],"genre_scores_gemma":[0.883194,0.00848031,0.05250373,0.003194917,0.0003066761,0.0002297595,0.0008657587,0.0003421021,0.05088283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03380334,"threshold_uncertainty_score":0.08182663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636301527038191,"score_gpt":0.2350469984425989,"score_spread":0.198683983172217,"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."}}