{"id":"W7017807196","doi":"","title":"2022-11-20 - BTWRLM499 - Liars Guns and Money","year":2022,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creatures; Control (management); Value (mathematics); Hacker; Law enforcement; SAFER; Licensee","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006629908,0.00258356,0.002340569,0.003345476,0.0001399996,0.0004728888,0.003861798,0.0004618844,0.1676014],"category_scores_gemma":[0.0002693116,0.002693067,0.001072414,0.0005069393,0.001888588,0.0002512737,0.00676635,0.003307832,0.01833736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003560334,"about_ca_system_score_gemma":0.0002629541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03956246,"about_ca_topic_score_gemma":0.1453589,"domain_scores_codex":[0.9889517,0.001656247,0.001636973,0.00371128,0.001749385,0.002294421],"domain_scores_gemma":[0.9938502,0.0008856556,0.001509394,0.002473781,0.00005145334,0.001229563],"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":[0.0006443297,0.0004863041,0.004381463,0.0003350323,0.001640248,0.001097648,0.004971006,0.00001278921,0.001225357,0.005836066,0.9789734,0.0003963539],"study_design_scores_gemma":[0.002292007,0.0007372294,0.0008564463,0.001184303,0.000422217,0.000528806,0.0002990519,0.002360356,0.000162659,0.002909384,0.9856699,0.002577703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002840546,0.002254185,0.001218806,0.0002365004,0.002134773,0.002455132,0.01874801,0.002058643,0.9680534],"genre_scores_gemma":[0.004940009,0.000550421,0.002651711,0.0007392755,0.001398432,0.000713774,0.007600069,0.00539563,0.9760107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.149264,"threshold_uncertainty_score":0.9989915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185637050045421,"score_gpt":0.2413116469167086,"score_spread":0.2294552764162544,"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."}}