{"id":"W4231134865","doi":"10.1190/tle32040470.1","title":"Reviews","year":2013,"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":"College of Veterinarians of British Columbia","funders":"","keywords":"Geologist; Flannery; Philosophy; Art history; Art; History; Theology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001582418,0.00003606244,0.00006129855,0.000004549283,0.0001480267,0.00002868121,0.00009208898,0.00001251141,0.00324454],"category_scores_gemma":[0.0000408228,0.00001586942,0.00002060123,0.00005974117,0.00003031997,0.00007091393,0.000005503151,0.00004672075,0.03526579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.898933e-7,"about_ca_system_score_gemma":0.000001011444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705627,"about_ca_topic_score_gemma":0.0002365137,"domain_scores_codex":[0.9996964,0.00003372023,0.00006480066,0.00005674227,0.00003861592,0.0001096808],"domain_scores_gemma":[0.9998319,0.00004865688,0.00001979539,0.00007119203,0.000007394563,0.00002112479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000192811,0.000003560215,0.09324887,0.00000642737,0.000004868047,4.613869e-7,0.0005270496,0.0001358201,0.00003617603,0.0002966844,0.3082903,0.5974478],"study_design_scores_gemma":[0.00003018185,0.00003420312,0.3266516,0.000005589882,0.000003296408,0.000001456249,0.00008286045,0.001022814,0.00001095701,0.004310475,0.6677895,0.00005707388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6153504,0.01039427,0.0004123574,0.02370792,0.001100861,0.0007018003,0.000002141329,0.0001109269,0.3482193],"genre_scores_gemma":[0.9946344,0.0005143467,0.0001263891,0.001132866,0.000160426,0.000002904098,0.000005403824,5.121906e-7,0.003422707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5973907,"threshold_uncertainty_score":0.9976667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06369692418208624,"score_gpt":0.2325934471200527,"score_spread":0.1688965229379664,"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."}}