{"id":"W4395660217","doi":"10.33137/ijournal.v9i2.43221","title":"Behind the Paywall","year":2024,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003209206,0.00007644733,0.0001146834,0.00006421058,0.0006840613,0.0005889642,0.0009475322,0.00003947178,0.00005553673],"category_scores_gemma":[0.00009620201,0.00003067743,0.0002647214,0.0002030567,0.0002003169,0.002788955,0.0000446501,0.0003731037,0.0000362498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195951,"about_ca_system_score_gemma":0.0001789431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005848517,"about_ca_topic_score_gemma":0.00007778589,"domain_scores_codex":[0.9981557,0.0001286803,0.000695942,0.00002383022,0.0008500107,0.0001458923],"domain_scores_gemma":[0.9989106,0.0001445237,0.0005758594,0.00009313612,0.0002288468,0.00004701298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001530634,0.0001082216,0.002768892,0.00007466752,0.0007226534,0.000002857338,0.5840728,0.008375327,0.00002998231,0.08084695,0.03804699,0.2847976],"study_design_scores_gemma":[0.000478339,0.0001240526,0.02712027,0.0004539417,0.0001656277,0.0001206014,0.06210352,0.0002743906,0.0002893203,0.009623552,0.899112,0.0001343766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215867,0.0007751112,0.002874881,0.08587826,0.002947347,0.0005219239,0.00002910146,0.00002295101,0.08536372],"genre_scores_gemma":[0.9987702,0.0002830221,0.00003069955,0.0003336617,0.0002498406,0.000001131065,0.000001265504,0.000002568265,0.0003275675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.861065,"threshold_uncertainty_score":0.5679396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714708076957968,"score_gpt":0.310297058694093,"score_spread":0.2931499779245134,"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."}}