{"id":"W4255433520","doi":"10.26522/ti.v2i1.722","title":"Untitled 1","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002551419,0.0000241389,0.00002765748,0.00001640188,0.00001071389,0.00001237471,0.00004631686,0.0000109783,0.06192653],"category_scores_gemma":[0.00001273851,0.00002033412,0.00001009705,0.00005461061,0.00001120408,0.00004416059,0.00001264527,0.00002158928,0.8073571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001079186,"about_ca_system_score_gemma":0.000004538982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000166058,"about_ca_topic_score_gemma":0.000007509056,"domain_scores_codex":[0.9997929,0.000006104409,0.000029436,0.00004395246,0.00005110723,0.00007650293],"domain_scores_gemma":[0.9998344,0.000005363809,0.00000862753,0.0001107771,0.00001628999,0.00002451445],"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":[0.000001162671,0.00001779147,0.003379018,0.000001807034,0.000004878498,0.000001155652,0.00006028143,0.00000124295,0.06008532,0.001792619,0.9332893,0.0013654],"study_design_scores_gemma":[0.0005980022,0.00002731986,0.1800053,0.000008708919,0.0000109716,0.000005222612,0.0000422561,0.0009252404,0.01577948,0.00607968,0.7962873,0.0002305778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6844228,0.00001788681,0.000005033674,0.0000878156,0.00003587236,0.00006189856,0.000001929955,0.0001250448,0.3152417],"genre_scores_gemma":[0.9787837,1.778141e-7,0.0002417233,0.00007790484,0.00004227318,0.000007941434,0.000002425259,0.00001653693,0.02082734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7454305,"threshold_uncertainty_score":0.938931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008115545835284987,"score_gpt":0.2065514364132763,"score_spread":0.1984358905779914,"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."}}