{"id":"W4235283827","doi":"10.3138/jsp.35.2.122","title":"Review","year":2004,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001937743,0.0006629009,0.0008061681,0.004085258,0.001172481,0.003651456,0.00157543,0.002399657,0.08497646],"category_scores_gemma":[0.01044877,0.0003468915,0.0004704435,0.002892032,0.001340703,0.002533556,0.001656699,0.002219681,0.05701283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938872,"about_ca_system_score_gemma":0.006278343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128298,"about_ca_topic_score_gemma":0.003468813,"domain_scores_codex":[0.998991,0.0001496865,0.00007937366,0.0001355626,0.0005316446,0.0001127507],"domain_scores_gemma":[0.9939579,0.001144523,0.0004289323,0.0004429739,0.003321731,0.0007039157],"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":[0.00003064955,0.00001591932,0.0001279077,0.0009889983,0.00001756063,0.00005368575,0.00004435239,0.00002093137,0.0002394683,0.003819428,0.8400344,0.1546067],"study_design_scores_gemma":[0.00000282844,0.000005848911,0.0001491511,0.0004361134,0.000009432973,0.00008017063,0.0000261317,0.000003985292,0.00005785118,0.0006886433,0.9985375,0.000002248323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006596341,0.7084307,0.001117016,0.08918551,0.07431713,0.0001221746,0.0009296655,0.0002303815,0.1250078],"genre_scores_gemma":[0.00776687,0.7618452,0.001209851,0.03546845,0.03768278,0.0001451111,0.001271379,0.0001249566,0.1544854],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9150236,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565202930739408,"score_gpt":0.2953168078852015,"score_spread":0.2496647785778074,"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."}}