{"id":"W4230389627","doi":"10.17104/9783406741722-202","title":"XIV","year":2019,"lang":"eu","type":"book-chapter","venue":"","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002276992,0.0006529441,0.0003197445,0.001321436,0.001705449,0.00412658,0.0005941644,0.001150724,0.1849662],"category_scores_gemma":[0.0007488538,0.0002356893,0.0003206294,0.001442633,0.001159043,0.00195405,0.001641763,0.001628843,0.08902343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003219462,"about_ca_system_score_gemma":0.002204316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154531,"about_ca_topic_score_gemma":0.01964345,"domain_scores_codex":[0.9996946,0.00003888226,0.00001232234,0.00006804126,0.0001397602,0.00004647304],"domain_scores_gemma":[0.9998081,0.00003381821,0.00001634257,0.00002600389,0.00008371436,0.00003204068],"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":[0.00003016763,0.00003802267,0.0003050006,0.0002816535,0.000004938403,0.00007963894,0.0009037844,0.0001983956,0.0005937666,0.1490189,0.7416969,0.1068488],"study_design_scores_gemma":[9.572291e-7,0.000003380425,0.0001846232,0.00009150126,7.11359e-7,0.00002459808,0.00008894092,0.00001181625,0.00003603318,0.00256394,0.9969922,0.000001410934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005683717,0.01668283,0.0004798139,0.002574998,0.002781356,0.0000380426,0.0003705503,0.000075458,0.9764286],"genre_scores_gemma":[0.002983524,0.004172022,0.000204846,0.000487643,0.0003866892,0.00002654678,0.0002170216,0.00006246164,0.9914593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8150338,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306618260709808,"score_gpt":0.1946504806069693,"score_spread":0.1615842979998712,"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."}}