{"id":"W2020389649","doi":"10.1186/1744-8069-4-53","title":"Z factor: A New Index for Measuring Academic Research Output","year":2008,"lang":"en","type":"editorial","venue":"Molecular Pain","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Index (typography); Psychology; Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01572011,0.003868908,0.003558008,0.007456478,0.001509972,0.007910382,0.005343408,0.01270394,0.003451315],"category_scores_gemma":[0.06706834,0.001051815,0.002532632,0.003975637,0.007230871,0.007924645,0.002158546,0.02910591,0.004173795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003863162,"about_ca_system_score_gemma":0.003235233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927986,"about_ca_topic_score_gemma":0.002859433,"domain_scores_codex":[0.9889039,0.003151853,0.002341477,0.001117188,0.004196247,0.0002892469],"domain_scores_gemma":[0.9455734,0.0339571,0.002205352,0.001042981,0.01549436,0.001726867],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009289724,0.00001817975,0.0002010614,0.0008399368,0.0001155151,0.0001439881,0.00006898771,0.0001121792,0.0001518745,0.003495515,0.9608472,0.03391286],"study_design_scores_gemma":[0.0001303347,0.00006894868,0.0009195147,0.0009377436,0.0001606807,0.0005247493,0.00009991261,0.0006770017,0.0003804117,0.008496976,0.9875088,0.00009486901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001285258,0.04360459,0.004212664,0.1061255,0.8438919,0.00007092807,0.000242572,0.0001459471,0.001577333],"genre_scores_gemma":[0.002355404,0.05183506,0.004377319,0.0654837,0.8678835,0.0002208633,0.0001716891,0.0001590765,0.007513352],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9925435,"threshold_uncertainty_score":0.08313692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3895318604265013,"score_gpt":0.4772685152634354,"score_spread":0.08773665483693405,"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."}}