{"id":"W4206833897","doi":"10.7202/1062470ar","title":"Front Matter","year":2019,"lang":"en","type":"paratext","venue":"Material Culture Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003836296,0.00108466,0.002695031,0.00006502418,0.00006775534,0.0002905223,0.0009235704,0.0007733526,0.8129894],"category_scores_gemma":[0.00002270772,0.0007262508,0.0005747939,0.0001509862,0.00005821112,0.0001556102,0.0003052119,0.000533315,0.9957076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685925,"about_ca_system_score_gemma":0.0001184962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005322469,"about_ca_topic_score_gemma":0.000003058931,"domain_scores_codex":[0.9962887,0.000501076,0.001005358,0.0009638706,0.0005674831,0.0006734825],"domain_scores_gemma":[0.9973794,0.000007863163,0.0008387823,0.001425804,0.0001917081,0.0001564355],"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":[0.00002049902,0.0000250906,6.428709e-7,0.0512764,0.0001106994,0.000006600875,0.00002431886,2.810813e-7,0.001750221,0.000006878232,0.9465393,0.0002390198],"study_design_scores_gemma":[0.0001665144,0.00003223647,0.000004287038,0.03976464,0.00045572,0.00005779503,0.000001477539,4.249438e-8,0.0003041212,0.000003386433,0.9583153,0.0008944423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006154869,0.4090188,0.000002387919,0.0001823876,0.01401934,0.002213355,0.005372551,0.00008073139,0.5691043],"genre_scores_gemma":[0.000005280026,0.1636101,0.0001477822,0.004818903,0.003152632,0.0002969432,0.0119618,0.0003148095,0.8156917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2465874,"threshold_uncertainty_score":0.9995189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868049832272077,"score_gpt":0.2941801385116867,"score_spread":0.2754996401889659,"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."}}