{"id":"W6946120450","doi":"10.26190/unsworks/28546","title":"Supply Chain Cyber Uplift","year":2022,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliverable; Supply chain; Context (archaeology); Work (physics); Critical infrastructure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005779272,0.0007108225,0.0009820382,0.0002264116,0.0005066762,0.00005408783,0.001531225,0.001095031,0.03479444],"category_scores_gemma":[0.00008852886,0.0008125562,0.0006755328,0.0009713688,0.0006217315,0.0002435491,0.001247403,0.001835223,0.001080452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785913,"about_ca_system_score_gemma":0.0003794974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02989857,"about_ca_topic_score_gemma":0.004417351,"domain_scores_codex":[0.994768,0.0001765142,0.0004604891,0.001291923,0.002420624,0.0008824541],"domain_scores_gemma":[0.9971249,0.00007190758,0.0009609092,0.001154482,0.00007351696,0.0006142525],"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":[0.00006221493,0.0001063134,0.01285609,0.00008878239,0.0001966522,0.0004993444,0.005089568,0.00450308,0.0001439061,0.00002091339,0.9725023,0.003930835],"study_design_scores_gemma":[0.0007036955,0.0001456537,0.08183568,0.0002792612,0.0004333761,0.000182674,0.005018231,0.00008180792,0.00002059827,0.0001133608,0.9100182,0.00116743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6407796,0.0006718023,0.001148816,0.005143063,0.007906933,0.003520332,0.001868448,0.0009456929,0.3380153],"genre_scores_gemma":[0.1864813,0.0004186762,0.006199338,0.00009695585,0.0005711734,3.147222e-7,0.0009696862,0.000107932,0.8051546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4671392,"threshold_uncertainty_score":0.9996973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04358867800556441,"score_gpt":0.2382123196818807,"score_spread":0.1946236416763163,"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."}}