{"id":"W4392117192","doi":"10.5771/9781538120323-165","title":"H","year":2021,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000419178,0.0003615763,0.0005656139,0.0001259586,0.0007414303,0.0007627267,0.0006343594,0.001400484,0.006527442],"category_scores_gemma":[0.0003708187,0.0003999452,0.0005103032,0.00004679915,0.0006434406,0.0001903857,0.0001639173,0.001081391,0.0002431786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555295,"about_ca_system_score_gemma":0.001028779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626972,"about_ca_topic_score_gemma":0.002274927,"domain_scores_codex":[0.9972036,0.000101875,0.0004523489,0.0005851037,0.0009140018,0.0007430859],"domain_scores_gemma":[0.9980397,0.0003031519,0.00015894,0.0004887349,0.0003727251,0.0006367924],"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":[0.000003117276,0.00000866253,0.000003138702,0.00002075936,0.00005370357,0.00005464674,0.001713272,6.277346e-8,3.540634e-7,0.9189313,0.06943588,0.009775118],"study_design_scores_gemma":[0.00008039654,0.00002069031,0.000002314569,0.00005060973,0.00005112718,7.215896e-7,0.0004410835,8.843396e-7,5.573558e-7,0.1825749,0.8164008,0.0003759541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001399106,0.0003690538,0.00005240329,0.00185729,0.002253133,0.0002413764,0.00002183858,0.0002370876,0.9949538],"genre_scores_gemma":[0.001459146,0.00002767161,0.0001278529,0.002074924,0.002486037,0.00001351751,0.00006227069,0.00006638825,0.9936822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7469649,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503603180701251,"score_gpt":0.2574973425283803,"score_spread":0.2324613107213678,"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."}}