{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001492881,0.001232555,0.001357803,0.003424196,0.001249092,0.005714129,0.003011437,0.003450491,0.3712828],"category_scores_gemma":[0.008507248,0.0004638682,0.001045215,0.003432355,0.001015871,0.004569258,0.002832412,0.002927386,0.2933609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493753,"about_ca_system_score_gemma":0.005663272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660038,"about_ca_topic_score_gemma":0.00485109,"domain_scores_codex":[0.9980844,0.0002470424,0.0001634598,0.0004090631,0.0009135047,0.0001825179],"domain_scores_gemma":[0.9965269,0.0007110607,0.0001993178,0.0003628416,0.001667867,0.0005320268],"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":[0.00003237748,0.0000214137,0.00009652983,0.0009787185,0.00001100957,0.0000793932,0.00007925348,0.00005666979,0.0001540547,0.006305191,0.8441239,0.1480615],"study_design_scores_gemma":[0.000002418785,0.000003969848,0.0000699306,0.0002799594,0.000003130938,0.00008065814,0.00002386705,0.000005582086,0.0000243992,0.0008059543,0.9986975,0.000002689759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008096244,0.3349401,0.003802273,0.05458533,0.07672048,0.0002802829,0.008785357,0.001923731,0.5181528],"genre_scores_gemma":[0.006236699,0.2845559,0.004149769,0.03391359,0.026173,0.0003136543,0.01109424,0.001345887,0.6322173],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6287172,"threshold_uncertainty_score":0,"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."}}