{"id":"W4200086149","doi":"10.1515/9783035624052-002","title":"PROLOGUE","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Harvard University; Stanford Bio-X; Princeton University","keywords":"Prologue; History; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005796007,0.0007935971,0.0004510758,0.00170592,0.003303771,0.006760033,0.001118945,0.002214608,0.3345468],"category_scores_gemma":[0.002246189,0.0003411329,0.0003723126,0.001166593,0.001368934,0.004698983,0.00253376,0.003593369,0.1941293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787019,"about_ca_system_score_gemma":0.002545012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004890847,"about_ca_topic_score_gemma":0.007938836,"domain_scores_codex":[0.9993832,0.00009379224,0.00002547937,0.0001362404,0.0002714517,0.00008969379],"domain_scores_gemma":[0.9993906,0.0001183581,0.00002119107,0.00006156103,0.0002574999,0.0001507941],"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":[0.00002069399,0.00002488011,0.00008632313,0.00009007632,0.000001379266,0.0001080167,0.0001801349,0.00005720665,0.0001053924,0.08424779,0.8667217,0.04835647],"study_design_scores_gemma":[0.00000141706,0.000002641219,0.00002564733,0.00003787196,3.6003e-7,0.00006343466,0.00004473507,0.00001494129,0.00002701561,0.00230771,0.9974727,0.0000014621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004017019,0.004275081,0.001134181,0.008243618,0.01050132,0.00007579244,0.0005127965,0.0002661546,0.9745893],"genre_scores_gemma":[0.002730822,0.001950318,0.0006247457,0.003214952,0.001305966,0.00005188412,0.0003137311,0.0002183776,0.9895893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6654532,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921914255283405,"score_gpt":0.3404445936399205,"score_spread":0.2612254510870864,"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."}}