{"id":"W7022673071","doi":"","title":"Book Reviews","year":2022,"lang":"en","type":"article","venue":"Open PRAIRIE (South Dakota State University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Spirituality; Order (exchange); Health care; Social order; Everyday life; Medical practice; Meaning (existential)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003512322,0.0001949872,0.0002709676,0.0001776341,0.001009864,0.0001218493,0.00105683,0.00001423394,0.01338301],"category_scores_gemma":[0.000004980442,0.0002283964,0.0001064651,0.00061012,0.00007089812,0.001190666,0.001271229,0.0002463703,0.0006393719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181579,"about_ca_system_score_gemma":0.0002076727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003485934,"about_ca_topic_score_gemma":0.00001925376,"domain_scores_codex":[0.9985665,0.0002665518,0.0002581185,0.0003489021,0.000215639,0.0003443045],"domain_scores_gemma":[0.9989637,0.00002322637,0.0003179128,0.0004842603,0.00006801332,0.0001429616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007196805,0.0001234571,0.7125725,0.00001344188,0.00008389566,4.973172e-7,0.004071246,0.0001495663,0.000006881428,0.01697518,0.2655794,0.0003520563],"study_design_scores_gemma":[0.0007734195,0.00005934158,0.09249161,0.000007316162,0.00003280523,7.28233e-7,0.002629746,0.00008175662,0.000007680293,0.0004091928,0.9032515,0.0002548839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495093,0.0009520401,0.003628809,0.002734588,0.0009008715,0.004585955,0.001767476,0.0002355911,0.3356854],"genre_scores_gemma":[0.6631528,0.00002777927,0.0004121884,0.00008604168,0.00006200768,0.00001958748,0.0003919754,0.00003204736,0.3358155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6376721,"threshold_uncertainty_score":0.9875189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505186896552374,"score_gpt":0.2131213381247062,"score_spread":0.1980694691591824,"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."}}