{"id":"W4281627275","doi":"10.1080/07373937.2022.2080923","title":"Book review","year":2022,"lang":"en","type":"article","venue":"Drying Technology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Process engineering; Biochemical engineering; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004443423,0.0008761921,0.0007289759,0.002243811,0.001237728,0.002793496,0.0009016989,0.001376165,0.4404391],"category_scores_gemma":[0.001496137,0.0003248549,0.0005209655,0.002068388,0.0004731687,0.001648839,0.001084075,0.001803636,0.4094883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007979536,"about_ca_system_score_gemma":0.001715875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130884,"about_ca_topic_score_gemma":0.01054867,"domain_scores_codex":[0.9996039,0.00002653584,0.000007947507,0.00004362533,0.0002865351,0.00003141993],"domain_scores_gemma":[0.9992582,0.0001182634,0.00002748667,0.00006596408,0.0003828342,0.0001472032],"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":[0.00001098427,0.00002684832,0.00004138466,0.0001075827,0.000002005739,0.00002869169,0.00001270952,0.00004359896,0.0002996934,0.001755949,0.8524134,0.1452572],"study_design_scores_gemma":[0.000001809034,0.000006697223,0.00008258276,0.00005137004,0.000001520618,0.00004040946,0.00001181239,0.00002004934,0.00007425254,0.0003636973,0.9993441,0.000001846929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005631988,0.03949529,0.001771885,0.00726065,0.01573886,0.0001521865,0.0004766209,0.0006490544,0.9338923],"genre_scores_gemma":[0.0004610271,0.006437111,0.0003195147,0.0008737734,0.0008586224,0.00001584827,0.0001540195,0.00007683543,0.9908032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4404391,"threshold_uncertainty_score":0.7981458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188891531262209,"score_gpt":0.2705179257869602,"score_spread":0.2586290104743381,"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."}}