{"id":"W4238594600","doi":"10.1017/cbo9781139083614.006","title":"James Atkin","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Greatness; Destiny (ISS module); Materialism; Character (mathematics); History; Determinism; Environmental ethics; Biography; Aesthetics; Sociology; Literature; Epistemology; Philosophy; Art; Art history; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007491826,0.0005362973,0.0002771021,0.001274063,0.003298308,0.004545985,0.0006444044,0.001403297,0.08395388],"category_scores_gemma":[0.001922019,0.0002488687,0.0002331952,0.000807039,0.002074348,0.003655263,0.001683167,0.002408401,0.0288053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003652563,"about_ca_system_score_gemma":0.00270974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349046,"about_ca_topic_score_gemma":0.03035069,"domain_scores_codex":[0.9994765,0.00008435736,0.00001759392,0.0001154049,0.0002326659,0.0000734233],"domain_scores_gemma":[0.9993519,0.0001640449,0.00003736228,0.00005161943,0.0002422167,0.0001527649],"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":[0.00001801039,0.00001955901,0.0001786173,0.0001037046,0.000002532852,0.0001114091,0.001767167,0.00004351183,0.0001714994,0.1366065,0.7807708,0.0802068],"study_design_scores_gemma":[8.732201e-7,0.000002030416,0.00006690462,0.00004352882,6.672066e-7,0.00004438168,0.0001799269,0.00000738838,0.00003994185,0.002895983,0.9967164,0.000001986723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001987196,0.07943569,0.002263137,0.06247128,0.01183237,0.00003145197,0.0002648406,0.0002529818,0.841461],"genre_scores_gemma":[0.01644341,0.01626977,0.0006687766,0.006966028,0.0007967975,0.0000135152,0.00006881861,0.0001191707,0.9586538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08395388,"threshold_uncertainty_score":0.2808537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04099343078112294,"score_gpt":0.1855468260377903,"score_spread":0.1445533952566673,"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."}}