{"id":"W2576278206","doi":"10.3233/isu-160815","title":"Article processing charges: A new route to open access?","year":2016,"lang":"en","type":"article","venue":"Information Services & Use","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.04652787,0.0008035761,0.00110563,0.003961367,0.005678603,0.03212234,0.004658239,0.01644741,0.06942755],"category_scores_gemma":[0.1976609,0.000896475,0.001625277,0.0046428,0.02305077,0.05777901,0.01237436,0.01661077,0.0237944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004799212,"about_ca_system_score_gemma":0.0171613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630955,"about_ca_topic_score_gemma":0.001581611,"domain_scores_codex":[0.9539436,0.01483592,0.003011577,0.003299859,0.0223441,0.002564932],"domain_scores_gemma":[0.780046,0.09682086,0.01365372,0.05233156,0.03853618,0.01861162],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004024576,0.00003934122,0.0003194692,0.0001554108,0.00001615907,0.0000888626,0.0005208229,0.0001589166,0.0002924245,0.8427067,0.1058008,0.04986085],"study_design_scores_gemma":[0.00003395419,0.00004839025,0.0003407795,0.0003224348,0.0000139359,0.0002985694,0.0005879153,0.0005501109,0.0004362366,0.3978148,0.5994795,0.00007339275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004789294,0.004861357,0.0733208,0.6019686,0.01811095,0.0002213874,0.000317633,0.002021952,0.294388],"genre_scores_gemma":[0.2969398,0.01686679,0.09217041,0.2337101,0.046382,0.00114694,0.0008688583,0.004016723,0.3078984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9953418,"threshold_uncertainty_score":0.2460659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06499904878237503,"score_gpt":0.3430792061787358,"score_spread":0.2780801573963607,"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."}}