{"id":"W4402738255","doi":"10.5406/23256672.96.4.21","title":"Contributors","year":2019,"lang":"en","type":"article","venue":"Italica","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003118755,0.0000536376,0.00008706382,0.00001327619,0.0001822188,0.00005554658,0.0001783296,0.00008382456,0.001501802],"category_scores_gemma":[0.00006579469,0.00005084441,0.00008084773,0.0001480864,0.0001032046,0.0001333189,0.00002142553,0.00006070329,0.003324018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004443501,"about_ca_system_score_gemma":0.00007867496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004829986,"about_ca_topic_score_gemma":0.0000742933,"domain_scores_codex":[0.9992511,0.00005767753,0.00007860785,0.0001259687,0.0002263761,0.0002602423],"domain_scores_gemma":[0.9996187,0.00006356845,0.00002819003,0.0001492696,0.00004742136,0.00009281618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001481459,0.00008252655,0.07428578,0.00001627535,0.00005322826,0.000008632089,0.04909254,0.000001496495,0.0007331129,0.5893703,0.2812745,0.005066856],"study_design_scores_gemma":[0.000161431,0.00001782987,0.003435493,0.000004454378,0.000004035606,2.954111e-7,0.003239383,0.000002758466,0.00008828298,0.0008820069,0.9920666,0.00009743137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5038702,0.0001137445,0.00001058748,0.002421902,0.0008344504,0.0001947841,0.00001913815,0.0001092068,0.4924259],"genre_scores_gemma":[0.9637774,0.00001404486,0.00004940743,0.0008021161,0.0002075786,0.000003651703,0.000006236239,0.000006054363,0.03513347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107921,"threshold_uncertainty_score":0.999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009734640010585183,"score_gpt":0.2701742526316854,"score_spread":0.2604396126211003,"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."}}