{"id":"W4323789420","doi":"10.33137/ic.v26i.39614","title":"Front Matter","year":2022,"lang":"en","type":"paratext","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001819712,0.0006981571,0.0007210728,0.000906635,0.0003066985,0.0001998892,0.001176295,0.0003841428,0.9439944],"category_scores_gemma":[0.00001873877,0.0008580974,0.0003201523,0.0003922914,0.0001261971,0.0001291286,0.0001649608,0.001057931,0.970201],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005341904,"about_ca_system_score_gemma":0.002108503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3139648,"about_ca_topic_score_gemma":0.2949795,"domain_scores_codex":[0.9963285,0.0001821419,0.0004822849,0.0009935475,0.00071097,0.001302604],"domain_scores_gemma":[0.9971187,0.00003314018,0.0002873775,0.001450605,0.00006307357,0.00104715],"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":[0.000007850676,0.0000148814,0.00006596965,0.000063012,0.0001951907,0.0004038021,0.0001545104,0.00006648948,0.00000910471,0.00002743834,0.9986752,0.0003165466],"study_design_scores_gemma":[0.0001958481,0.00002800526,0.0003474143,0.00004492737,0.00008385185,0.00005215031,0.00007729026,0.000008592761,0.000008271791,0.00002044695,0.9981455,0.0009877564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001693954,0.004465519,0.000001601751,0.001054179,0.00774453,0.0005517183,0.04189064,0.00006499539,0.9440574],"genre_scores_gemma":[0.001370065,0.00001226492,0.0000595467,0.005243774,0.001083831,0.0002685063,0.007672905,0.0007278285,0.9835613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03950386,"threshold_uncertainty_score":0.999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327422318786798,"score_gpt":0.2373414178429025,"score_spread":0.2240671946550346,"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."}}