{"id":"W4211031787","doi":"10.26530/oapen_569093","title":"569093.pdf","year":2015,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Attorney-General's Department, Australian Government; Australian National University; U.S. Department of Health and Human Services; Machine Tool Engineering Foundation; Department of Premier and Cabinet, State Government of Victoria; European Commission; ACT Government","keywords":"Computer 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001744381,0.0004275691,0.0009029235,0.0003238688,0.0008600206,0.003433587,0.00505358,0.0002955734,0.0407963],"category_scores_gemma":[0.0002530943,0.0004841803,0.0002204898,0.0001718739,0.0008114017,0.00258988,0.001307963,0.0004978233,0.005182782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105081,"about_ca_system_score_gemma":0.007630968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946486,"about_ca_topic_score_gemma":0.0142753,"domain_scores_codex":[0.9963233,0.0003605675,0.0008799794,0.0006456955,0.001180289,0.0006101232],"domain_scores_gemma":[0.9966314,0.0003010311,0.0009664378,0.0007740132,0.0008133363,0.0005137731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003103892,0.00006012141,0.0003008386,0.00008454961,0.0001121642,0.0000101489,0.001338336,0.000001293975,0.000001798887,0.7411222,0.2241711,0.03276642],"study_design_scores_gemma":[0.0003343793,0.00002310685,0.0005435009,0.0001592496,0.00006182188,8.647887e-7,0.0001210925,0.000001895731,0.00001177662,0.1278404,0.8704284,0.0004735147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001321278,0.00007965235,0.00001683713,0.0008239595,0.001558279,0.001482613,0.00001455144,0.0000804036,0.9958116],"genre_scores_gemma":[0.00566039,0.0002026633,0.0001239365,0.0005892292,0.0009153559,0.00007869266,0.0004937843,0.00007977639,0.9918562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6462573,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2300066790093336,"score_gpt":0.4872091844988651,"score_spread":0.2572025054895315,"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."}}