{"id":"W4391541768","doi":"10.1080/28346955.2024.2308864","title":"“Communication Hesitant”: An Introduction","year":2024,"lang":"en","type":"article","venue":"Communication and Race","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004434123,0.001570296,0.0008693422,0.004760493,0.006694725,0.01054906,0.002138976,0.006031523,0.0138173],"category_scores_gemma":[0.01249718,0.0005360434,0.000842705,0.004336693,0.01202635,0.01446133,0.00605708,0.009489527,0.002946647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004515389,"about_ca_system_score_gemma":0.00454917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945442,"about_ca_topic_score_gemma":0.00394358,"domain_scores_codex":[0.9952892,0.002982601,0.0002772309,0.0003312338,0.00068617,0.0004334766],"domain_scores_gemma":[0.9827103,0.01375821,0.0006800202,0.0002681661,0.00189418,0.0006891012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007917298,0.000238965,0.002078623,0.001982365,0.00002045816,0.001169453,0.06622303,0.0002247089,0.0005028701,0.6118745,0.2185923,0.09701362],"study_design_scores_gemma":[0.00001610833,0.00008986099,0.002207679,0.004003895,0.0000130169,0.001456438,0.04369878,0.0004035883,0.0002545191,0.06136815,0.8864309,0.00005719309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01985487,0.2012163,0.02821824,0.3010083,0.05228521,0.0009523514,0.000977953,0.0003358829,0.3951508],"genre_scores_gemma":[0.3131307,0.2669199,0.03154197,0.1804652,0.07961237,0.003436375,0.001185138,0.0009865231,0.1227219],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0138173,"threshold_uncertainty_score":0.04622352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408359360938399,"score_gpt":0.3034952469598873,"score_spread":0.2694116533505033,"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."}}