{"id":"W7014419150","doi":"","title":"Partner Country Canada at HANNOVER MESSE 2025: The Future’s Here","year":2024,"lang":"en","type":"other","venue":"Automation","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Context (archaeology); Developed country","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001402809,0.000116169,0.0001073678,0.00002813213,0.0001835597,0.00008208679,0.0001929993,0.0001863895,0.004134184],"category_scores_gemma":[0.00003276594,0.00008943976,0.00003025663,0.0002323315,0.00008250402,0.00004462155,0.00002303658,0.000125874,0.0005968238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007027797,"about_ca_system_score_gemma":0.001422696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893373,"about_ca_topic_score_gemma":0.9998274,"domain_scores_codex":[0.9990091,0.00006183618,0.0001036062,0.0001680743,0.0004337038,0.0002236708],"domain_scores_gemma":[0.9995617,0.00002899196,0.0001252497,0.0001983108,0.00001755601,0.00006822613],"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":[5.469504e-7,0.000001279275,0.000007835915,0.00002729288,0.00002063146,0.000008017966,0.0006798813,6.229486e-7,2.035524e-7,0.03722975,0.9611704,0.0008535409],"study_design_scores_gemma":[0.00003385714,0.00000130242,0.0002658878,0.00007547836,0.00002039579,8.405863e-7,0.0002360281,0.00001750482,8.37525e-7,0.0003273645,0.9988996,0.0001208983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000502379,0.004989036,0.000001015157,0.02718449,0.002648511,0.0002240571,0.00081677,0.0001191049,0.9639668],"genre_scores_gemma":[0.001605969,0.0003261038,0.000003458617,0.003992471,0.003195941,0.00002220668,0.00004601156,0.00008695987,0.9907209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03772921,"threshold_uncertainty_score":0.9967762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008059774263143268,"score_gpt":0.2660438605143838,"score_spread":0.2579840862512405,"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."}}