{"id":"W4244693746","doi":"10.26443/fo.v11i.244","title":"Front cover","year":2003,"lang":"en","type":"paratext","venue":"Fontanus","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Front (military); Cover (algebra); Geology; Engineering; Oceanography; Mechanical engineering","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":[0.0001736759,0.0006153118,0.0007554835,0.0002002935,0.00009102553,0.00009896578,0.0004765423,0.000672318,0.3725567],"category_scores_gemma":[0.00003986946,0.0006086536,0.0002825118,0.0001562056,0.00007525185,0.00009947002,0.00007727031,0.0007186163,0.9856086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009151824,"about_ca_system_score_gemma":0.0003956938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003147796,"about_ca_topic_score_gemma":0.0001207268,"domain_scores_codex":[0.9974369,0.0001654496,0.0004050636,0.0007116201,0.0005680844,0.0007128955],"domain_scores_gemma":[0.9983179,0.00004102835,0.0003115767,0.001009616,0.0001126713,0.0002071951],"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":[0.00005047529,0.00006972338,0.000007206059,0.00004124092,0.0001388434,0.00008094305,0.00006883728,0.00005665379,0.0001324016,0.00004128132,0.9991606,0.0001517566],"study_design_scores_gemma":[0.0006316656,0.000063188,0.0000412371,0.00009312612,0.00009572386,0.00007093431,0.000008079198,0.000007924645,0.0003944825,0.00003532103,0.9978508,0.0007074581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001695905,0.00834377,0.0001723085,0.00001684197,0.008496067,0.0005021572,0.002929183,0.00007990844,0.9792902],"genre_scores_gemma":[0.0005175702,0.0001162376,0.0005040361,0.0004475742,0.0008681048,0.00008417857,0.001382405,0.0004408187,0.9956391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.613052,"threshold_uncertainty_score":0.9996365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802624055887167,"score_gpt":0.2631375898552321,"score_spread":0.2451113492963604,"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."}}