{"id":"W3196531396","doi":"10.29173/cjs29792","title":"Mohr, John W., et al., Measuring Culture","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.006820462,0.0008942416,0.001695993,0.007879211,0.00087783,0.003990164,0.002275562,0.002693155,0.00977718],"category_scores_gemma":[0.02607315,0.0008313737,0.0006723686,0.008215073,0.002462379,0.004288503,0.001296921,0.004095757,0.009299033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00422354,"about_ca_system_score_gemma":0.005389217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02922689,"about_ca_topic_score_gemma":0.04528901,"domain_scores_codex":[0.996678,0.0007412354,0.0002121259,0.0002389793,0.002037457,0.00009232463],"domain_scores_gemma":[0.9777398,0.01217413,0.0006943902,0.000367581,0.008477107,0.0005470238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001516583,0.00001231135,0.0002682691,0.001375337,0.00003375096,0.00002615891,0.000105217,0.0001147166,0.00005779026,0.004162143,0.7457805,0.2480486],"study_design_scores_gemma":[0.00001040812,0.00001909807,0.001249058,0.003792547,0.00004178107,0.0002947277,0.0001651339,0.0000706214,0.0001089925,0.003955944,0.9902627,0.00002898476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00009356776,0.9393122,0.0009352784,0.0367482,0.01423059,0.00003319748,0.0001325185,0.00004015064,0.008474376],"genre_scores_gemma":[0.001516047,0.96087,0.001333423,0.009693014,0.01038381,0.00005675012,0.0001554874,0.0000754437,0.01591607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02922689,"threshold_uncertainty_score":0.05811357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04869286310954943,"score_gpt":0.3043924249718308,"score_spread":0.2556995618622814,"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."}}