{"id":"W4232856388","doi":"10.33137/incite.1.30714","title":"Contributors","year":2018,"lang":"eo","type":"article","venue":"in cite journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.001884857,0.0001872967,0.0005484816,0.0005542394,0.0003299115,0.0004402813,0.0003863498,0.0001391294,0.02731584],"category_scores_gemma":[0.0002528334,0.0002167139,0.0001885452,0.0003428377,0.0003290185,0.0004251258,0.0001363318,0.0003897581,0.03941436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770439,"about_ca_system_score_gemma":0.00005542218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008684825,"about_ca_topic_score_gemma":0.0000561555,"domain_scores_codex":[0.9978715,0.00002335813,0.001024646,0.000401239,0.00005043852,0.0006288409],"domain_scores_gemma":[0.9988347,0.00006422754,0.0005961511,0.0002423301,0.00009058117,0.0001720392],"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":[0.00007450705,0.000185081,0.2270262,0.00001664345,0.0002501221,0.00008589678,0.003994719,0.0000343267,0.000005347878,0.02939417,0.7352881,0.003644849],"study_design_scores_gemma":[0.001520574,0.000123192,0.03074319,0.00007233139,0.000009991848,0.0000514399,0.0009431644,0.0009339991,0.00001568968,0.009146794,0.9561179,0.0003217644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2754448,0.008503425,0.0003566996,0.00165658,0.04073461,0.0001788161,0.0005944773,0.00001791376,0.6725127],"genre_scores_gemma":[0.8014563,0.002320823,0.0002164386,0.0005562428,0.002588195,0.000002472503,0.000001974829,0.00002312472,0.1928344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5260115,"threshold_uncertainty_score":0.9735733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096878123171757,"score_gpt":0.2293848327118814,"score_spread":0.1884160514801639,"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."}}