{"id":"W4416334208","doi":"10.2139/ssrn.5628470","title":"An Evolving AI Supply Chain","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"AUG Signals (Canada)","funders":"","keywords":"Supply chain; Key (lock); Investment (military); Scarcity; Frontier; Supply chain risk management; Resource scarcity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162901,0.0002665884,0.0002511078,0.001180383,0.002080673,0.005777917,0.001236208,0.002065527,0.032761],"category_scores_gemma":[0.00529469,0.000343275,0.0003673429,0.002776275,0.001650347,0.007080139,0.002611383,0.001650753,0.003282308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960888,"about_ca_system_score_gemma":0.002226101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006015958,"about_ca_topic_score_gemma":0.004005885,"domain_scores_codex":[0.99936,0.000192067,0.00003583529,0.0001537613,0.0001750821,0.00008317854],"domain_scores_gemma":[0.9979558,0.0007193268,0.0001511331,0.0002499737,0.0005226441,0.0004011874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000197176,0.0001390683,0.004141616,0.0001407057,0.00003849356,0.001706575,0.002017628,0.04178428,0.003568693,0.8709183,0.006549486,0.0687979],"study_design_scores_gemma":[0.00007430412,0.0001549528,0.001540911,0.0001279355,0.00003500962,0.0005101807,0.003496438,0.2201566,0.001490964,0.6827517,0.08960778,0.00005330337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3798406,0.0007297126,0.1711876,0.01434431,0.0003363117,0.0002275484,0.0006609054,0.0005207611,0.4321523],"genre_scores_gemma":[0.9009529,0.0008508074,0.03956101,0.000462103,0.0000788614,0.00008582083,0.000291477,0.00007770336,0.05763932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.032761,"threshold_uncertainty_score":0.1095965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221477072762054,"score_gpt":0.2603834915795986,"score_spread":0.248168720851978,"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."}}