{"id":"W4392117208","doi":"10.5771/9781538120323-299","title":"T","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":"Psychology","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":[0.0004190224,0.0003615621,0.0005655695,0.0001260104,0.0007413302,0.0007636271,0.0006342844,0.001400478,0.006555797],"category_scores_gemma":[0.0003707453,0.0003999289,0.0005102724,0.00004680803,0.0006433533,0.0001903774,0.0001639909,0.001081069,0.0002430633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555317,"about_ca_system_score_gemma":0.001031236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625939,"about_ca_topic_score_gemma":0.002252944,"domain_scores_codex":[0.9972037,0.0001018285,0.0004523184,0.0005852812,0.000913836,0.0007430125],"domain_scores_gemma":[0.9980401,0.0003025874,0.0001589331,0.0004888753,0.0003727019,0.0006367931],"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":[0.000003021936,0.000008670142,0.00000319025,0.00002077193,0.00005374946,0.00005467139,0.001714222,6.516674e-8,3.58555e-7,0.919903,0.06847395,0.009764315],"study_design_scores_gemma":[0.00008039199,0.00002069118,0.000002211812,0.00005061305,0.00005113185,7.216345e-7,0.0004294748,9.164243e-7,5.613802e-7,0.1824807,0.8165066,0.000376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001419955,0.0003678449,0.00005206685,0.001850704,0.002253104,0.0002413577,0.000021837,0.00023708,0.9949618],"genre_scores_gemma":[0.00147934,0.00002764558,0.0001277676,0.002074864,0.002485778,0.00001351677,0.00006222022,0.00006638791,0.9936625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7480326,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501585747098064,"score_gpt":0.2573975417638011,"score_spread":0.2323816842928204,"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."}}