{"id":"W6997039326","doi":"","title":"Twenty-First Century Book Studies: The State of the Discipline","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Publishing; Theme (computing); State (computer science); Reading (process)","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":[],"consensus_categories":[],"category_scores_codex":[0.01294896,0.0002529132,0.0007130376,0.008214004,0.00942465,0.0366635,0.002313085,0.003886523,0.01110274],"category_scores_gemma":[0.01992295,0.0004821589,0.0002526507,0.01331501,0.03919402,0.01992507,0.006130219,0.005976963,0.001565629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02209068,"about_ca_system_score_gemma":0.0298993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02498154,"about_ca_topic_score_gemma":0.03594934,"domain_scores_codex":[0.9917457,0.003329324,0.0003734314,0.001166165,0.002465339,0.0009200308],"domain_scores_gemma":[0.9670174,0.02027751,0.002271297,0.001984246,0.003722727,0.00472681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003571709,0.00004655664,0.002109189,0.0008254324,0.00001026203,0.0001245825,0.08508826,0.0000964838,0.0001055414,0.6940634,0.06883078,0.1486638],"study_design_scores_gemma":[0.00000855336,0.00001556316,0.002680643,0.003264667,0.000003221357,0.0001056136,0.04511337,0.00009159808,0.00009800553,0.07053955,0.8780546,0.00002456807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02395623,0.5623779,0.001316516,0.1610317,0.003555654,0.00002047626,0.0001391036,0.00006267439,0.2475398],"genre_scores_gemma":[0.5741932,0.3333383,0.001379921,0.02317614,0.007438272,0.0000870845,0.0002367606,0.0001365247,0.06001367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0366635,"threshold_uncertainty_score":0.1602798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650464189573019,"score_gpt":0.2373401261927267,"score_spread":0.2208354842969965,"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."}}