{"id":"W2409294402","doi":"10.1139/apnm-2015-0188","title":"Embracing open access and offering greater choice for authors","year":2015,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.08042319,0.0008120211,0.001926672,0.01580578,0.004916339,0.0483295,0.003897958,0.00754802,0.06027001],"category_scores_gemma":[0.375307,0.000981305,0.001856646,0.02107285,0.006029131,0.04527448,0.02664678,0.00519302,0.01811902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003934056,"about_ca_system_score_gemma":0.01359048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009062725,"about_ca_topic_score_gemma":0.002316445,"domain_scores_codex":[0.8798844,0.05027988,0.01020508,0.008953025,0.04455312,0.006124364],"domain_scores_gemma":[0.4413723,0.2274519,0.05040023,0.1118281,0.08390454,0.08504283],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008900005,0.00107857,0.04715717,0.001441118,0.0005059414,0.001138189,0.01592725,0.001180041,0.005457601,0.1641181,0.0890551,0.672051],"study_design_scores_gemma":[0.0005126598,0.0003467226,0.02215464,0.0007147473,0.0002725283,0.002099793,0.01257974,0.002358005,0.002754293,0.4975384,0.4582551,0.0004133552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1867548,0.007617277,0.1251347,0.1989337,0.01143175,0.001114332,0.002020283,0.004406988,0.4625862],"genre_scores_gemma":[0.7926819,0.00227139,0.06880157,0.02568715,0.01221175,0.0009322997,0.001108408,0.001996723,0.09430872],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.996102,"threshold_uncertainty_score":0.4253235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6245645015783493,"score_gpt":0.5747646215364831,"score_spread":0.0497998800418662,"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."}}