{"id":"W4250553893","doi":"10.1190/tle36070613.1","title":"Reviews","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Interpretation (philosophy); Philosophy; Geodynamics; Library science; History; Classics; Humanities; Geology; Linguistics; Seismology; Computer science","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":[0.001197022,0.001336003,0.001382217,0.00389149,0.0008481417,0.004962862,0.002478631,0.002461455,0.2425023],"category_scores_gemma":[0.00623756,0.0005159648,0.0009021402,0.003600293,0.0008454432,0.003592547,0.00226732,0.002773123,0.2179395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981075,"about_ca_system_score_gemma":0.004908337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173797,"about_ca_topic_score_gemma":0.00485736,"domain_scores_codex":[0.9984828,0.0001948992,0.0001428206,0.0003004452,0.0007441441,0.0001349358],"domain_scores_gemma":[0.9973556,0.0005610295,0.000214524,0.0002371405,0.001272914,0.0003588564],"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":[0.00001773086,0.00001494886,0.00005001393,0.001307053,0.00001034404,0.00005288481,0.00005337702,0.00004572494,0.0001602378,0.002747047,0.8429272,0.1526135],"study_design_scores_gemma":[0.000001677607,0.00000313199,0.00004667264,0.0003328697,0.000003003166,0.00007390162,0.00001564711,0.000003758324,0.00001809837,0.0004164315,0.9990827,0.000002128895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003597224,0.6980212,0.001626452,0.02756518,0.05646931,0.000118949,0.00309227,0.0008024904,0.2119444],"genre_scores_gemma":[0.002863345,0.612157,0.00214021,0.02030712,0.02675071,0.0001686085,0.004948643,0.0005711905,0.3300931],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7574977,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118752050546759,"score_gpt":0.2809928297352843,"score_spread":0.1622407791885253,"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."}}