{"id":"W1853297080","doi":"10.30950/jcer.v11i3.715","title":"Book Review of Julia Langbein","year":2015,"lang":"en","type":"article","venue":"Journal of Contemporary European Research","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Harmonization; Space (punctuation); Political science; Computer science; Art; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0148731,0.00006494514,0.0002537202,0.0001673413,0.0001140934,0.0000350652,0.0006436666,0.00001449112,0.000317937],"category_scores_gemma":[0.003278377,0.0000496476,0.0001191507,0.0002679749,0.0004006997,0.0003675143,0.000128279,0.0003472026,0.0002495459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006879376,"about_ca_system_score_gemma":0.0006369189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006249148,"about_ca_topic_score_gemma":0.000003379428,"domain_scores_codex":[0.9944201,0.003118817,0.0005998678,0.00008716708,0.001591679,0.0001823622],"domain_scores_gemma":[0.9964648,0.0002488265,0.0003460927,0.0001338586,0.002572891,0.0002335667],"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":[0.0000623373,0.00004781739,0.0003133604,0.0001261454,0.00003707664,0.0001880549,0.001013913,1.905437e-7,0.00002409449,0.006791455,0.9907921,0.0006034713],"study_design_scores_gemma":[0.0002926988,0.0002634462,0.0005151174,0.002065558,0.000003988514,0.00000640198,0.0007306983,3.807564e-7,0.00003502046,0.00008577055,0.9959531,0.0000478089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002832819,0.3300311,0.00000786132,0.007653127,0.0001684994,0.00008739909,0.000002459798,0.000005812899,0.6617605],"genre_scores_gemma":[0.3521667,0.3464134,0.0002312501,0.01376796,0.002591631,0.000001314486,0.000004301353,0.00006364946,0.2847597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3770008,"threshold_uncertainty_score":0.515475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2884743170222769,"score_gpt":0.4645178325736192,"score_spread":0.1760435155513423,"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."}}