{"id":"W4251697140","doi":"10.26522/ti.v2i1.723","title":"Untitled 2","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":[0.0000252113,0.00002412216,0.00002767226,0.00001637846,0.00001071561,0.00001243337,0.00004626064,0.00001097844,0.05955926],"category_scores_gemma":[0.00001240549,0.00002031962,0.00001009279,0.00005451804,0.00001120374,0.00004422663,0.00001264139,0.00002157844,0.8036916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000107986,"about_ca_system_score_gemma":0.000004495032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697297,"about_ca_topic_score_gemma":0.000007606345,"domain_scores_codex":[0.9997931,0.00000609989,0.00002946477,0.00004388057,0.0000510793,0.00007644137],"domain_scores_gemma":[0.9998351,0.000005199812,0.000008653906,0.0001103138,0.0000162111,0.00002450666],"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":[0.00000118144,0.00001828226,0.003239077,0.00000189514,0.000005016745,0.000001260476,0.00006210259,0.000001291585,0.0573011,0.001914839,0.9359629,0.001491051],"study_design_scores_gemma":[0.0005757909,0.00002592588,0.1649362,0.000008040779,0.00001032592,0.000004978326,0.00003919812,0.0008649617,0.01476678,0.005867896,0.8126822,0.0002177323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754745,0.00001838007,0.000004765544,0.00008619025,0.00003606305,0.00006120522,0.000001823913,0.0001240602,0.324193],"genre_scores_gemma":[0.9786068,1.885621e-7,0.000230721,0.00007805984,0.00004373263,0.000007627253,0.000002452348,0.00001651735,0.02101389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7441323,"threshold_uncertainty_score":0.9413005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006994478037701478,"score_gpt":0.2046635992136399,"score_spread":0.1976691211759384,"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."}}