{"id":"W7003989505","doi":"","title":"Hoi, Alberta","year":2016,"lang":"en","type":"other","venue":"Monash University Research Portal (Monash University)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Natural (archaeology); Government (linguistics); Identification (biology)","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":[0.000203284,0.0005068486,0.0005254918,0.002881877,0.0003384146,0.00002571993,0.001633602,0.001117499,0.01074438],"category_scores_gemma":[0.00002750483,0.000578952,0.0002461724,0.001116069,0.001028932,0.00032919,0.0005424575,0.001262189,0.002040358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146481,"about_ca_system_score_gemma":0.0002153032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922445,"about_ca_topic_score_gemma":0.0106964,"domain_scores_codex":[0.9972504,0.0001856848,0.000152474,0.0007411277,0.0005977873,0.001072516],"domain_scores_gemma":[0.998349,0.00019411,0.00006108429,0.0009024485,0.0001261117,0.0003672626],"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":[0.0000541461,0.00005482015,0.0004503581,0.0001391948,0.0004172293,0.003798845,0.0000683957,0.0000178489,0.00008459685,0.1135515,0.8801476,0.00121547],"study_design_scores_gemma":[0.000663128,0.00007351117,0.0001328884,0.000180426,0.00004857094,0.00001520564,0.001435448,0.00005184816,0.0000307433,0.0006636995,0.9960746,0.0006299353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007897459,0.0004368644,0.0001598326,0.0001763063,0.0002604423,0.0004254791,0.0003279431,0.001391309,0.9960321],"genre_scores_gemma":[0.02109997,0.003613386,0.0001150524,0.000006052726,0.0001293717,4.087587e-7,0.0001055737,0.0002798449,0.9746503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.115927,"threshold_uncertainty_score":0.9996662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731541413979273,"score_gpt":0.2276071016472206,"score_spread":0.2102916875074279,"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."}}