{"id":"W4310005526","doi":"10.9461/foo.bar","title":"TRB Platinum Check (REVIEWS) - SCAM ALERT? READ MY EXPERIENCE!","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Platinum; Computer security; Human–computer interaction; Chemistry","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009016672,0.000100836,0.0001283365,0.00008190086,0.0075672,0.0003694349,0.000947603,0.00003906871,0.1148183],"category_scores_gemma":[0.0006499867,0.00009801541,0.00006694782,0.0007422917,0.0002085124,0.0003663397,0.0007730757,0.0002440399,0.004788185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133851,"about_ca_system_score_gemma":0.000007638395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002762649,"about_ca_topic_score_gemma":0.000006068992,"domain_scores_codex":[0.9976851,0.0008159802,0.000219415,0.0003219457,0.0005794227,0.0003781196],"domain_scores_gemma":[0.9992652,0.00001350545,0.0001126598,0.0002682019,0.0001831669,0.0001572928],"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":[0.00004715418,0.0001610551,0.000009626389,0.00002295657,0.0000188046,0.00001955778,0.1143226,0.00002795893,0.004606486,0.01358922,0.5886896,0.278485],"study_design_scores_gemma":[0.0001893007,0.00008393519,0.0001887302,0.0000086481,0.000006012719,0.00001889055,0.02121635,0.00003640423,0.00005382883,0.0001141279,0.9779473,0.0001364633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09555214,0.001573726,0.0004214302,0.002972767,0.0004918017,0.001331723,0.0001482369,0.001449613,0.8960586],"genre_scores_gemma":[0.9679625,0.0006883548,0.0001852544,0.0006270434,0.0005408195,7.120968e-7,0.001084458,0.0005982297,0.02831263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8724104,"threshold_uncertainty_score":0.9959867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583009550053445,"score_gpt":0.3005560526727003,"score_spread":0.2422550976673558,"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."}}