{"id":"W7139250822","doi":"","title":"Success by Association: Creating, Connecting, Promoting, & Publishing with the South Florida Writers Association","year":2024,"lang":"","type":"article","venue":"NSUWorks (Nova Southeastern University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Presentation (obstetrics); Power (physics); Writing process; Association (psychology); Newspaper","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004079137,0.0004331864,0.000194393,0.001462465,0.0183437,0.01055895,0.0007060694,0.001325142,0.03302692],"category_scores_gemma":[0.009141224,0.0003107503,0.0001828487,0.001351591,0.00344813,0.006609974,0.008027229,0.002514318,0.006356058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003387604,"about_ca_system_score_gemma":0.01241563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510293,"about_ca_topic_score_gemma":0.0462582,"domain_scores_codex":[0.9972141,0.001014003,0.00006692079,0.0002755629,0.0008681956,0.0005612361],"domain_scores_gemma":[0.9871088,0.0014607,0.001032677,0.0004128196,0.001862392,0.008122549],"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":[0.00005625262,0.0001309123,0.01180734,0.0001488024,0.00001161272,0.0009258349,0.1075812,0.00004253693,0.001849758,0.02557589,0.6621609,0.189709],"study_design_scores_gemma":[0.000004702656,0.00003146179,0.004876707,0.00006881612,0.000006365079,0.0002206389,0.03451481,0.0000321397,0.0002527391,0.001293965,0.9586849,0.00001267865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2011268,0.006086525,0.001781965,0.2168694,0.006530067,0.0001518156,0.0001693519,0.0005421255,0.5667419],"genre_scores_gemma":[0.4461363,0.005326725,0.003333422,0.01167716,0.002122256,0.0002593915,0.0002348243,0.0005172231,0.5303927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.989441,"threshold_uncertainty_score":0.110486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812905558431619,"score_gpt":0.2037733857914356,"score_spread":0.1856443302071194,"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."}}