{"id":"W2965931729","doi":"10.29173/cais987","title":"Interpreting mediated quantitative data: Insights from information behaviour research","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Political science; Sociology; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1304667,0.001850979,0.001618234,0.01208811,0.005991162,0.02136813,0.004340807,0.005299228,0.00529679],"category_scores_gemma":[0.2830358,0.001549588,0.001643779,0.009480048,0.04289956,0.02835404,0.008964736,0.00419864,0.0005717376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00913881,"about_ca_system_score_gemma":0.006074789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130248,"about_ca_topic_score_gemma":0.005225326,"domain_scores_codex":[0.7648659,0.2127345,0.004384107,0.006173373,0.009482604,0.002359526],"domain_scores_gemma":[0.3882116,0.5777285,0.01176586,0.01299746,0.008264539,0.001032028],"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":[0.00005438943,0.0001030356,0.008803139,0.00116813,0.0001427432,0.0008568245,0.4283917,0.001197925,0.0003933402,0.5313894,0.001258142,0.02624127],"study_design_scores_gemma":[0.00007921644,0.0001357915,0.006802476,0.00148043,0.00008858886,0.0007883814,0.1637369,0.005743156,0.0007339958,0.7843122,0.03596509,0.0001339364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1680134,0.01190068,0.5889058,0.07130215,0.0006754056,0.001760113,0.001538696,0.0004260847,0.1554777],"genre_scores_gemma":[0.9022586,0.003288083,0.08642381,0.00287933,0.0003850368,0.002020401,0.0003013083,0.0001521539,0.002291141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1304667,"threshold_uncertainty_score":0.6899822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4052343000481974,"score_gpt":0.4559649259406848,"score_spread":0.05073062589248739,"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."}}