{"id":"W6920926089","doi":"10.6084/m9.figshare.25928296","title":"Has OA Moved Past a Lingua Franca? [Data]","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lingua franca; Association (psychology); Information technology; Information system; The Internet","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001177101,0.001353645,0.001247917,0.003749467,0.001453294,0.003687694,0.00253379,0.002295067,0.09195742],"category_scores_gemma":[0.0104191,0.0005301453,0.001307757,0.007629003,0.0006411224,0.002618742,0.002342039,0.002255496,0.09331542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044037,"about_ca_system_score_gemma":0.002561055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09645426,"about_ca_topic_score_gemma":0.1851248,"domain_scores_codex":[0.9988538,0.0001715276,0.0002077072,0.0002993047,0.0002401265,0.0002275681],"domain_scores_gemma":[0.9951897,0.00132451,0.0006346212,0.000856788,0.001530548,0.0004639686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003737112,0.000004220919,0.0007679715,0.0003877404,0.00001546298,0.0000132536,0.00002769585,0.0000223653,0.00002316826,0.0002042928,0.997617,0.0008793818],"study_design_scores_gemma":[0.0001305643,0.000006218477,0.009071752,0.0005685707,0.0000346991,0.00005801078,0.0003286274,0.00006730184,0.0001086401,0.0006295756,0.9889627,0.00003340957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000184968,0.0001710587,0.00001589215,0.0004114523,0.0001010407,0.000004782979,0.9976828,0.00007451099,0.001353362],"genre_scores_gemma":[0.001256888,0.0001550968,0.000130019,0.0002060965,0.00002700633,0.00004762413,0.9965085,0.00007408304,0.001594541],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9974662,"threshold_uncertainty_score":0.3076282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459326900821036,"score_gpt":0.3369112948942635,"score_spread":0.1909786048121599,"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."}}