{"id":"W1946457995","doi":"10.17951/fb.2013.55.171","title":"Reading among Facebook users","year":2014,"lang":"en","type":"article","venue":"Folia Bibliologica","topic":"Education and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Favourite; Fantasy; Media studies; History; Literature; Psychology; Sociology; Art; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003621677,0.0001811512,0.0002098463,0.001239461,0.000736622,0.001321395,0.0001705336,0.0004428137,0.009015183],"category_scores_gemma":[0.002806289,0.0001824593,0.0002101807,0.000694059,0.0002012283,0.001344615,0.00070241,0.0004216356,0.001586958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798153,"about_ca_system_score_gemma":0.0001049764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518057,"about_ca_topic_score_gemma":0.002205681,"domain_scores_codex":[0.9996538,0.0001044566,0.00003233151,0.00005243596,0.00008788734,0.00006904345],"domain_scores_gemma":[0.9977841,0.000743053,0.0006653622,0.000109693,0.0002848207,0.0004129275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001912716,0.0002619442,0.8944116,0.0002678498,0.00005457285,0.001215101,0.04596981,0.00003300998,0.002282473,0.0003026277,0.00344026,0.05156948],"study_design_scores_gemma":[0.000008427997,0.0001984999,0.9112271,0.0001410074,0.00005320688,0.001726708,0.07142756,0.0002988892,0.0005365726,0.0001577826,0.01419243,0.00003181767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917685,0.0003539543,0.0000990462,0.000248816,0.00003143648,0.00004372697,0.0004260682,0.00001623546,0.007012053],"genre_scores_gemma":[0.992942,0.0006108828,0.0001909506,0.0002208384,0.00005543344,0.00006815602,0.0004108422,0.000007890136,0.005493066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009015183,"threshold_uncertainty_score":0.03015876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244129916420544,"score_gpt":0.3428006465551343,"score_spread":0.2903593473909288,"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."}}