{"id":"W4287975865","doi":"","title":"Bibliotheca Isiaca IV","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005506896,0.0003349027,0.0005249691,0.0003538054,0.001119526,0.0008078819,0.001989645,0.0004128519,0.0004706368],"category_scores_gemma":[0.00671822,0.0003734893,0.0003506437,0.001500815,0.001012192,0.0001671185,0.002845454,0.0009694287,0.0002748063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189988,"about_ca_system_score_gemma":0.0006279146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970955,"about_ca_topic_score_gemma":0.02651883,"domain_scores_codex":[0.9901704,0.006929406,0.0005072878,0.0009343112,0.0009061744,0.0005524239],"domain_scores_gemma":[0.9935647,0.002369846,0.000450109,0.001362563,0.001876581,0.0003762141],"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":[0.00001722512,0.0006061496,0.002220747,0.0002242779,0.0002099194,0.00001269709,0.09694061,0.000006728671,0.0007127041,0.7421386,0.07194494,0.08496542],"study_design_scores_gemma":[0.0003773713,4.015598e-7,0.003536929,0.001280433,0.00008381847,9.155646e-7,0.001549699,0.001120753,0.003889007,0.04749913,0.9398876,0.0007739813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01720389,0.001414253,0.01617009,0.4546173,0.0005723512,0.0007094349,0.00009226619,0.0007799574,0.5084405],"genre_scores_gemma":[0.9066649,0.005862661,0.02017848,0.0009933809,0.0003035411,0.0001149661,0.0001731142,0.0000868889,0.06562203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.889461,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727688320024914,"score_gpt":0.2934472289080269,"score_spread":0.2561703457077778,"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."}}