{"id":"W3005846231","doi":"10.3998/ticker.16481003.0004.101","title":"A Ticker Refresh","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system","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":[0.001610791,0.0002666757,0.000788721,0.0001122221,0.0001537971,0.0001101172,0.001136007,0.0001565877,0.02191423],"category_scores_gemma":[0.0003328458,0.0002051644,0.0001819703,0.0008603815,0.0001549825,0.0008701992,0.0003723955,0.0004725066,0.1395216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005122489,"about_ca_system_score_gemma":0.00004637986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003139994,"about_ca_topic_score_gemma":3.620257e-7,"domain_scores_codex":[0.9978092,0.00004384068,0.0009344967,0.0006475219,0.00007540111,0.0004895402],"domain_scores_gemma":[0.9982823,0.0001384474,0.0004883687,0.0009543752,0.00004337717,0.00009309592],"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":[0.00001016841,0.00002152049,0.0121285,0.001125604,0.0001049201,0.000002167152,0.0003139113,0.000007337092,0.000003625238,0.3230967,0.6613142,0.001871357],"study_design_scores_gemma":[0.0002955588,0.000005809914,0.008355804,0.0007958244,0.00003701712,0.00001041774,0.00007525364,0.0001002672,0.000003308404,0.01205182,0.9779575,0.0003114074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005753372,0.3491772,0.0001554554,0.02782325,0.00463908,0.001363319,0.0001831354,0.0001568412,0.6107484],"genre_scores_gemma":[0.06633234,0.1887504,0.0003483677,0.0307375,0.000758948,0.0001805849,0.00005625649,0.0001216338,0.7127139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3166433,"threshold_uncertainty_score":0.9789799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452504231136989,"score_gpt":0.2270283955571875,"score_spread":0.1625033532458176,"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."}}