{"id":"W4392076059","doi":"10.5040/9798216027904.ch-008","title":"Transcending Disciplines and Borders: Science, Canada, and the United States","year":2010,"lang":"en","type":"other","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007214551,0.0002227567,0.0003514098,0.001100802,0.0007370389,0.001162771,0.001837942,0.0001280263,0.001270255],"category_scores_gemma":[0.001871953,0.00009600473,0.00003450257,0.002619982,0.006573422,0.0002373986,0.0002979083,0.0005715414,0.000009287313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002006569,"about_ca_system_score_gemma":0.0009633423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6146687,"about_ca_topic_score_gemma":0.9097496,"domain_scores_codex":[0.9953088,0.0001436781,0.0003557969,0.0007772776,0.002867091,0.000547333],"domain_scores_gemma":[0.9970875,0.001727327,0.0001665272,0.0005119197,0.0001596368,0.0003471047],"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":[0.00002634279,0.000009594953,0.005312168,0.00001661604,0.00001566799,0.000007490549,0.001147169,0.000007548035,0.0001359563,0.01694856,0.9493145,0.02705834],"study_design_scores_gemma":[0.0004442673,0.000008891124,0.00179597,0.00003136314,0.000007216169,0.000007336225,0.003112616,0.004113445,0.00003432493,0.007681453,0.9825503,0.0002127683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03045721,0.001365214,0.0008034818,0.01968106,0.001135921,0.000870001,0.0001428675,0.00009447673,0.9454498],"genre_scores_gemma":[0.04852436,0.001456935,0.0003794289,0.0008616751,0.0002225339,0.00001162085,0.000006639837,0.00006941816,0.9484674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2950809,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145155221173453,"score_gpt":0.4071378804225738,"score_spread":0.3556863282108392,"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."}}