{"id":"W2508335130","doi":"10.3138/jsp.43.2.248","title":"Review","year":2011,"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; Business","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":[0.002112475,0.0006647384,0.0007758201,0.004186721,0.001231026,0.003754042,0.001616093,0.002443625,0.08555687],"category_scores_gemma":[0.01223368,0.0003384366,0.0004997567,0.002889595,0.001417131,0.002727123,0.001766404,0.002429765,0.05795197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193323,"about_ca_system_score_gemma":0.006493196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080071,"about_ca_topic_score_gemma":0.00355337,"domain_scores_codex":[0.9988501,0.0001745607,0.00008878703,0.0001577195,0.0006061918,0.0001225172],"domain_scores_gemma":[0.993032,0.001376747,0.0004714254,0.0004951328,0.003833247,0.0007914795],"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":[0.00002754371,0.00001565023,0.0001246471,0.001003736,0.00001678683,0.00005914355,0.00004948254,0.0000223822,0.000217125,0.004163045,0.8286136,0.1656868],"study_design_scores_gemma":[0.000002725718,0.000005925308,0.0001394937,0.000502702,0.00000912817,0.00009297264,0.00002906762,0.000004255613,0.00005714604,0.0007455857,0.9984085,0.000002528046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006633383,0.6962247,0.001265388,0.09287893,0.08418746,0.0001221938,0.0009298535,0.0002323229,0.1234958],"genre_scores_gemma":[0.008168272,0.7455893,0.001370939,0.04017479,0.04757332,0.0001474745,0.001333714,0.0001494086,0.1554929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9144431,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255580405360997,"score_gpt":0.289302079951897,"score_spread":0.1637440394157973,"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."}}