{"id":"W7126904179","doi":"","title":"review","year":2022,"lang":"en","type":"article","venue":"","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Natural (archaeology); Period (music); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009002677,0.0007722902,0.001392945,0.004609598,0.0006154795,0.002568322,0.001559202,0.00138539,0.1993277],"category_scores_gemma":[0.006713215,0.0003743248,0.000857839,0.004257968,0.0005178679,0.001823132,0.001386494,0.001802058,0.09436578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563596,"about_ca_system_score_gemma":0.005189408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634256,"about_ca_topic_score_gemma":0.00460848,"domain_scores_codex":[0.9991738,0.0001422658,0.000115059,0.0001306495,0.0003654288,0.00007280063],"domain_scores_gemma":[0.996868,0.0009733339,0.0003542997,0.0001813191,0.001330678,0.0002924394],"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":[0.00002787989,0.00001863112,0.00006813408,0.006850528,0.00003933353,0.0001015505,0.00004790861,0.00004360215,0.0002391856,0.001016502,0.8515098,0.140037],"study_design_scores_gemma":[0.000006358995,0.000009086672,0.0001757799,0.00320469,0.00002722433,0.0002889966,0.00002350627,0.000006623972,0.00003822885,0.0003308275,0.9958838,0.000004849169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002546601,0.8864671,0.0007582921,0.01732613,0.03199065,0.0001598923,0.002414946,0.0002307941,0.06039748],"genre_scores_gemma":[0.002837069,0.8660504,0.0009866313,0.02252515,0.01984126,0.0001697126,0.003381525,0.0001289343,0.08407927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8006723,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232080721843996,"score_gpt":0.3006373768779931,"score_spread":0.2883165696595532,"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."}}