{"id":"W4239691108","doi":"10.1190/tle35050463.1","title":"Reviews","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Philosophy; Humanities; Library science; 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":[],"consensus_categories":[],"category_scores_codex":[0.001357685,0.001213138,0.001273082,0.003227507,0.0009915546,0.004930755,0.002686594,0.003030571,0.288718],"category_scores_gemma":[0.0071371,0.0004672098,0.0008824806,0.003025797,0.001026403,0.003816843,0.00259494,0.002938333,0.2329835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048823,"about_ca_system_score_gemma":0.004998007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237979,"about_ca_topic_score_gemma":0.004275256,"domain_scores_codex":[0.9984103,0.0002253474,0.0001397996,0.0003414769,0.0007184413,0.0001645824],"domain_scores_gemma":[0.9969534,0.0007440607,0.0002034005,0.0003382296,0.00131053,0.0004504727],"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":[0.00002574884,0.00001644498,0.00006276257,0.001006665,0.00001101258,0.00006800499,0.00006643529,0.00004745974,0.0001525955,0.00482347,0.8615054,0.1322139],"study_design_scores_gemma":[0.000002128847,0.000003089539,0.00005093865,0.0002619938,0.000002955065,0.00008183234,0.00001660493,0.000003514874,0.0000201273,0.0005869931,0.9989678,0.000002104752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005288846,0.5420543,0.002439634,0.04776771,0.0740096,0.0001544024,0.004808322,0.001177761,0.3270594],"genre_scores_gemma":[0.005358133,0.4889944,0.002852722,0.03490004,0.03639696,0.0002126727,0.007427995,0.0008934904,0.4229635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.288718,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012537704093709,"score_gpt":0.2347171066164997,"score_spread":0.1845917295755627,"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."}}