{"id":"W2576329034","doi":"10.1002/open.201600165","title":"Open Access is Evolving and <i>ChemistryOpen</i> is Too!","year":2017,"lang":"en","type":"editorial","venue":"ChemistryOpen","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; Computer science; Nanotechnology; World Wide Web; Materials science","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02859812,0.0008916534,0.001332583,0.003245578,0.006254505,0.04044468,0.003891302,0.0155961,0.05116916],"category_scores_gemma":[0.07841861,0.00103613,0.001711489,0.003914617,0.01606501,0.07609454,0.01249135,0.03102711,0.02962491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005736654,"about_ca_system_score_gemma":0.01141668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682014,"about_ca_topic_score_gemma":0.002841985,"domain_scores_codex":[0.9719986,0.005121769,0.002234569,0.002994295,0.01509673,0.002554012],"domain_scores_gemma":[0.8649812,0.05630746,0.008471772,0.01180501,0.0313792,0.02705536],"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":[0.00004958614,0.00003870002,0.0002493934,0.00129053,0.00002680881,0.0002184341,0.001266743,0.00007272464,0.001375734,0.1145708,0.7716895,0.109151],"study_design_scores_gemma":[0.000003134889,0.00001360869,0.0001255912,0.0002388161,0.000003816122,0.0001634076,0.0003598095,0.0000455729,0.0001758344,0.01536987,0.9834713,0.00002928073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009015343,0.04255317,0.008032024,0.7633255,0.1481291,0.00004252088,0.0003772003,0.001622941,0.03501603],"genre_scores_gemma":[0.02469804,0.1251801,0.01532458,0.5530566,0.1732014,0.0002038496,0.001190049,0.004931344,0.1022141],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9961087,"threshold_uncertainty_score":0.1711779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350487023241669,"score_gpt":0.4949430658870187,"score_spread":0.3598943635628518,"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."}}