{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.09454823,0.000733328,0.001136449,0.04803715,0.002537795,0.1078012,0.03698452,0.0005638343,0.001256573],"category_scores_gemma":[0.1650366,0.0004490868,0.000544787,0.119103,0.0009034351,0.03415173,0.0104825,0.0005468088,0.001820077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936477,"about_ca_system_score_gemma":0.001512884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008153118,"about_ca_topic_score_gemma":0.00001637253,"domain_scores_codex":[0.9789006,0.0006955031,0.002509975,0.003350089,0.01120246,0.003341401],"domain_scores_gemma":[0.9637741,0.02125946,0.001244233,0.003169457,0.007692663,0.002860052],"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":[0.0006122233,0.0001321538,0.006581701,0.00001499048,0.0000493193,0.000009495705,0.0002681038,0.0001568942,0.01041179,0.01039227,0.6770399,0.2943312],"study_design_scores_gemma":[0.003497428,0.001267903,0.002840377,0.0001789419,0.00004072091,0.00003441327,0.0001725169,0.005159164,0.03245375,0.1477,0.8053482,0.001306606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01157193,0.0001858355,0.964202,0.01001143,0.002221963,0.005249569,0.0003668721,0.000233622,0.00595677],"genre_scores_gemma":[0.7402927,0.00008936823,0.1894692,0.003045053,0.0008307596,0.002290988,0.00005525271,0.0002596851,0.06366697],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7747328,"threshold_uncertainty_score":0.9997961,"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."}}