{"id":"W2979929383","doi":"10.3968/11223","title":"Institutional CA: Analysis of a Sample","year":2019,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institutional analysis; Sample (material); Institutional research; Public relations; Content analysis; Political science; Institutional theory; Sociology; Higher education; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645154,0.0003411846,0.0004311381,0.005494898,0.003390035,0.001956152,0.0009769235,0.0007328724,0.008028701],"category_scores_gemma":[0.01992229,0.0003285373,0.0003375656,0.005147519,0.001159088,0.0009206614,0.002510386,0.0007310546,0.002127708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020526,"about_ca_system_score_gemma":0.002139405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235926,"about_ca_topic_score_gemma":0.01062993,"domain_scores_codex":[0.9951823,0.002239818,0.0003835032,0.000658568,0.0009348242,0.0006008761],"domain_scores_gemma":[0.9828324,0.008096732,0.001237623,0.00167604,0.0052782,0.0008791255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001431555,0.003494276,0.3683427,0.0007946634,0.00008473777,0.004163609,0.3910514,0.0007841834,0.01793436,0.01357548,0.01015374,0.1881892],"study_design_scores_gemma":[0.0001687166,0.001292348,0.4547386,0.0001980579,0.00009861397,0.002256904,0.4546903,0.003260143,0.009602127,0.002440457,0.07115923,0.00009455256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786685,0.0001291489,0.00442928,0.0001199167,0.00001955362,0.001214233,0.001700612,0.0000494013,0.01366933],"genre_scores_gemma":[0.9795873,0.0001982591,0.006591267,0.0001649191,0.00005673948,0.003031522,0.002961562,0.00007677641,0.007331534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235926,"threshold_uncertainty_score":0.02685875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214514535390515,"score_gpt":0.3275845015422006,"score_spread":0.2954393561882955,"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."}}