{"id":"W4290989152","doi":"10.26522/brocked.v31i1.952","title":"Book Review","year":2021,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":[],"consensus_categories":[],"category_scores_codex":[0.000838211,0.0005578886,0.001202852,0.00355794,0.0006686185,0.002808984,0.001668913,0.001622512,0.1738933],"category_scores_gemma":[0.005745347,0.0003426377,0.0005756511,0.004752725,0.0005385661,0.002239058,0.001194869,0.002313277,0.1240517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447116,"about_ca_system_score_gemma":0.003284481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257958,"about_ca_topic_score_gemma":0.004796478,"domain_scores_codex":[0.9992148,0.0000875252,0.00006096501,0.00009569334,0.0004835576,0.00005742818],"domain_scores_gemma":[0.9968599,0.0005920263,0.0001923575,0.0001171674,0.001901749,0.0003367647],"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":[0.000009775213,0.000009271541,0.00002991617,0.0007821189,0.000006925453,0.00004491545,0.0000165604,0.00002998132,0.00006423217,0.0008579862,0.9070836,0.09106468],"study_design_scores_gemma":[0.000003518897,0.000005785244,0.00007684164,0.000506604,0.00000570991,0.0001588133,0.000009593767,0.000006482961,0.0000192401,0.000282602,0.9989218,0.000003053821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003425324,0.7894303,0.0009274182,0.0339829,0.05181073,0.0001139702,0.00179325,0.0003329227,0.121266],"genre_scores_gemma":[0.002711386,0.6423854,0.001114959,0.02276449,0.02856398,0.0001369055,0.002775118,0.0002706344,0.2992771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1738933,"threshold_uncertainty_score":0.5817311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498830521752431,"score_gpt":0.3397591199636369,"score_spread":0.3147708147461126,"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."}}