{"id":"W4367848876","doi":"10.33137/ic.v4i.41048","title":"Front Matter","year":2023,"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":[0.0001726333,0.0007286891,0.0007581648,0.001087015,0.0001528795,0.0002563075,0.000939011,0.0007068563,0.4223253],"category_scores_gemma":[0.00003677157,0.0008380069,0.0003069329,0.0005340549,0.0001493786,0.0001253683,0.00009094412,0.0007011288,0.996888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002584171,"about_ca_system_score_gemma":0.001593101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3479148,"about_ca_topic_score_gemma":0.6060777,"domain_scores_codex":[0.9963813,0.00009688227,0.0005019257,0.0009820142,0.0005575128,0.001480367],"domain_scores_gemma":[0.9970449,0.00004884777,0.000239918,0.001370617,0.0001037962,0.001191929],"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":[0.000004389212,0.000006590177,0.0000407312,0.0001000769,0.0002158713,0.000443967,0.0001187214,0.00003095571,0.00001100079,0.00001786447,0.9987407,0.000269171],"study_design_scores_gemma":[0.0001683666,0.00001520011,0.001036594,0.000207858,0.00007926898,0.00001952474,0.00004502059,0.00001498144,0.00001553766,0.00004159733,0.9974023,0.0009537605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001786156,0.00164933,0.000002575007,0.001447952,0.01016584,0.0005317,0.03119711,0.0001863035,0.9546406],"genre_scores_gemma":[0.0008410112,0.00001751614,0.00004889392,0.002494514,0.001825593,0.0001357409,0.005140308,0.001102678,0.9883937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5745627,"threshold_uncertainty_score":0.9994071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007616650858919,"score_gpt":0.2556360443622009,"score_spread":0.2355598778536118,"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."}}