{"id":"W2574224592","doi":"10.7577/formakademisk.1880","title":"Open access to scientific publishing","year":2016,"lang":"en","type":"article","venue":"FormAkademisk - forskningstidsskrift for design og designdidaktikk","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Norwegian; Publication; Library science; Scientific publishing; Political science; Computer 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":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02978219,0.003121023,0.007523523,0.02957928,0.007076781,0.0519524,0.007221501,0.009461357,0.3956655],"category_scores_gemma":[0.2033402,0.002284579,0.002833679,0.03137102,0.0162402,0.02630416,0.02530161,0.01304641,0.3719918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008080197,"about_ca_system_score_gemma":0.0342162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009831622,"about_ca_topic_score_gemma":0.00110768,"domain_scores_codex":[0.9293809,0.01486001,0.01255047,0.009962255,0.02822211,0.005024264],"domain_scores_gemma":[0.7671597,0.06725425,0.02037253,0.06438991,0.05154714,0.02927646],"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":[0.0001203248,0.0001492985,0.0008655948,0.004925228,0.0001540057,0.0005061586,0.001427107,0.000261415,0.0008811608,0.1302834,0.5741022,0.2863241],"study_design_scores_gemma":[0.00004092592,0.00004994552,0.0008600361,0.002310199,0.00002640789,0.0003946451,0.000279635,0.0001153373,0.0001879433,0.04376039,0.9519103,0.00006422477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00130241,0.02890606,0.02088822,0.02744092,0.04042451,0.001979311,0.01327725,0.009123798,0.8566575],"genre_scores_gemma":[0.04282726,0.06970922,0.03331077,0.0174836,0.05467093,0.005358576,0.04585299,0.01511049,0.7156762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9927785,"threshold_uncertainty_score":0.8620099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8345386635894187,"score_gpt":0.6277893077125516,"score_spread":0.2067493558768672,"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."}}