{"id":"W2748615394","doi":"10.1071/aj15104","title":"Rangal Supermodel 2015","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mira Geoscience (Canada)","funders":"","keywords":"Geology; Coal measures; Coal mining; Foreland basin; Paleontology; Structural basin; Subsidence; Borehole; Drilling; Basement; Permian; Paleozoic; Coal; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007318067,0.001084697,0.0006617674,0.001211422,0.0008233685,0.002841107,0.003025134,0.001217786,0.1017904],"category_scores_gemma":[0.001574474,0.0008120667,0.001749102,0.001181345,0.0003503133,0.002025045,0.001712217,0.001177852,0.03489674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170031,"about_ca_system_score_gemma":0.00194843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04788075,"about_ca_topic_score_gemma":0.05840921,"domain_scores_codex":[0.9996395,0.00006612419,0.00001968643,0.0001113854,0.0001058946,0.00005731879],"domain_scores_gemma":[0.9995964,0.00005783365,0.0000247437,0.000112221,0.0001672486,0.00004151234],"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":[0.0004430014,0.0001684082,0.009949972,0.0006889482,0.0004104642,0.0002496024,0.000208484,0.3395604,0.001721722,0.02851991,0.5131275,0.1049517],"study_design_scores_gemma":[0.0001611613,0.00004818007,0.003389234,0.0002361693,0.00008124516,0.0001060259,0.0001716557,0.4250734,0.001650323,0.01326057,0.5557416,0.00008041481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0475802,0.002776986,0.1178991,0.002308307,0.002368132,0.0004784702,0.3987195,0.0848562,0.3430131],"genre_scores_gemma":[0.2645299,0.002004947,0.1234705,0.0007435133,0.0003931968,0.0009441202,0.4921737,0.02057184,0.09516824],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8982096,"threshold_uncertainty_score":0.3405229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917808664512075,"score_gpt":0.2136862016462269,"score_spread":0.1945081150011062,"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."}}