{"id":"W4245091702","doi":"10.1190/tle34080954.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Library science; Humanities; Art history; Computer science; Philosophy; Art","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":[],"category_scores_codex":[0.0006591354,0.00005342453,0.0001067387,0.00001157777,0.00006019828,0.00002174309,0.0001815259,0.00001826522,0.0002094453],"category_scores_gemma":[0.0002532525,0.00002571779,0.00003685525,0.0002173066,0.00003477778,0.00004525893,0.000005781977,0.0001095935,0.01087821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001415619,"about_ca_system_score_gemma":0.00001025533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511505,"about_ca_topic_score_gemma":0.00004158071,"domain_scores_codex":[0.9994154,0.0001612069,0.00008112054,0.00008631307,0.00008950384,0.0001664441],"domain_scores_gemma":[0.9995823,0.000156337,0.00002398572,0.0001289826,0.0000116764,0.0000967064],"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":[0.000006648033,0.000004273393,0.002964767,0.000003148276,0.000002165536,0.000001250919,0.0001731883,0.00004630096,0.00001489021,0.0002927454,0.04342275,0.9530679],"study_design_scores_gemma":[0.00007478072,0.0000900068,0.03720013,0.000006804114,0.000008319965,0.000005259812,0.00001314083,0.001394426,0.0001234716,0.0227867,0.9382114,0.00008554981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3029017,0.01721157,0.003380997,0.01193353,0.002841579,0.0006292,0.000008379877,0.0002398034,0.6608532],"genre_scores_gemma":[0.9742787,0.00008838739,0.002646837,0.002170756,0.000847224,0.000001515412,0.000006884536,0.000002520419,0.01995716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9529823,"threshold_uncertainty_score":0.9898919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047884513688717,"score_gpt":0.3026517087054479,"score_spread":0.1978632573365762,"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."}}