{"id":"W1496902056","doi":"10.5204/mcj.43","title":"Mythbusting Publishing: Questioning the ‘Runaway Popularity’ of Published Biography and Other Life Writing","year":2008,"lang":"en","type":"article","venue":"M/C Journal","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; Popularity; Adventure; Drama; Popular culture; History; Literature; Publishing; Art; Art history; Sociology; Law; Political science","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.04457897,0.0004980032,0.0008741557,0.01011881,0.01526553,0.04058076,0.003467801,0.00970629,0.03035084],"category_scores_gemma":[0.2501807,0.0009229287,0.0004310333,0.01420033,0.04314937,0.04127266,0.009982778,0.01246036,0.006252914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009839728,"about_ca_system_score_gemma":0.007306747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01745285,"about_ca_topic_score_gemma":0.01496624,"domain_scores_codex":[0.9536961,0.01911017,0.002882678,0.004881335,0.0169911,0.002438566],"domain_scores_gemma":[0.4881773,0.3854895,0.04130042,0.02014709,0.04839532,0.01649051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001517079,0.00005768649,0.01051979,0.0007752094,0.00002865865,0.000390061,0.1554175,0.00004360322,0.0001593834,0.2166295,0.55768,0.05814692],"study_design_scores_gemma":[0.0000414695,0.00008018604,0.01907126,0.003383567,0.000021121,0.0008392509,0.1375578,0.0001546846,0.0003194507,0.02646058,0.8119853,0.00008525257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03334652,0.02015137,0.0005210725,0.8029377,0.008686733,0.00002905718,0.0005703813,0.0001265265,0.1336306],"genre_scores_gemma":[0.6432055,0.02243987,0.0007619711,0.256146,0.04977898,0.000149041,0.0005828865,0.001199565,0.02573624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9898812,"threshold_uncertainty_score":0.235759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990211180981342,"score_gpt":0.2925580123185462,"score_spread":0.2526559005087328,"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."}}