{"id":"W4230208772","doi":"10.3138/jsp.42.4.539","title":"Reviews","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":"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":[0.001118187,0.0008644068,0.0007538929,0.002990145,0.001065322,0.004192159,0.001442437,0.002185334,0.286558],"category_scores_gemma":[0.004251826,0.0004087139,0.0004359029,0.002534524,0.0009695986,0.002082537,0.001598606,0.001991432,0.2595569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409079,"about_ca_system_score_gemma":0.00309435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425505,"about_ca_topic_score_gemma":0.002805788,"domain_scores_codex":[0.9988285,0.0001512964,0.0000638307,0.0001381445,0.0007074302,0.0001108178],"domain_scores_gemma":[0.9972892,0.000316658,0.0001946963,0.0003361455,0.001420159,0.000443083],"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":[0.0000216455,0.00001794674,0.00006230704,0.0005603974,0.000007030013,0.00003392887,0.00004773257,0.00001521371,0.0006618346,0.00391308,0.8685618,0.1260971],"study_design_scores_gemma":[0.000001527314,0.000004402669,0.00005661856,0.0001054321,0.000002653153,0.00003499733,0.00001539781,0.000002583756,0.00007307133,0.0003884938,0.9993137,0.000001177818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008732831,0.2707604,0.001312209,0.03831812,0.068668,0.000154218,0.001571073,0.000786378,0.6175565],"genre_scores_gemma":[0.005370466,0.1630293,0.0009083137,0.01280938,0.02109917,0.0001014479,0.001654516,0.0002969501,0.7947305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.713442,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765891498094343,"score_gpt":0.2887670546855142,"score_spread":0.1121779048760799,"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."}}