{"id":"W2324061756","doi":"10.1108/09504120410535191","title":"Communication Abstracts","year":2004,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"SAGE; Library science; History; Computer science; Physics","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":[0.0007006777,0.001453983,0.001301244,0.003974653,0.001609809,0.004505473,0.001332625,0.002404616,0.8498104],"category_scores_gemma":[0.004713615,0.0004210004,0.0007248603,0.002859724,0.0004302808,0.001724122,0.001852766,0.001795236,0.7860818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625939,"about_ca_system_score_gemma":0.001347492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578411,"about_ca_topic_score_gemma":0.005426194,"domain_scores_codex":[0.999295,0.00008138431,0.00004948708,0.000139978,0.0003487722,0.00008537946],"domain_scores_gemma":[0.9977798,0.0003586916,0.0001409458,0.0002527494,0.001140056,0.0003276971],"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":[0.00003896274,0.00001603262,0.0000374706,0.0001560653,0.000002691177,0.00003601091,0.00001515703,0.00002544326,0.0002277514,0.001072175,0.9593465,0.03902568],"study_design_scores_gemma":[0.000008745331,0.00001240942,0.0002518531,0.00007168528,0.000003615709,0.00002211724,0.00002227579,0.00002993361,0.0001160609,0.0005047583,0.9989527,0.000003777878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0006893075,0.005875304,0.001072215,0.008936027,0.02689477,0.0003338343,0.009656941,0.00141898,0.9451227],"genre_scores_gemma":[0.0008523338,0.001088745,0.0001563401,0.0007531994,0.001561076,0.00005181327,0.001651673,0.0001342005,0.9937505],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8498104,"threshold_uncertainty_score":0.2142272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755095979333048,"score_gpt":0.2739672074619542,"score_spread":0.09845760952864943,"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."}}