{"id":"W6976358391","doi":"10.60692/jzntm-d5h89","title":"Scholarly Publishing, Freedom of Information and Academic Self-Determination: The UNAM-Elsevier Case","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporation; Freedom of information; Academic freedom; Information system; Analytics; Access to information","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.004858395,0.000328187,0.0005619547,0.002614422,0.01155913,0.0152664,0.001333948,0.006604203,0.01651366],"category_scores_gemma":[0.01367544,0.000304998,0.0005343604,0.005340403,0.02256343,0.00750761,0.006910832,0.003947598,0.001357147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005497525,"about_ca_system_score_gemma":0.006536664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024266,"about_ca_topic_score_gemma":0.01171148,"domain_scores_codex":[0.9940742,0.002385168,0.0001970545,0.0004289439,0.001247035,0.001667607],"domain_scores_gemma":[0.9891064,0.005700009,0.001511934,0.0009899513,0.0007561713,0.001935521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001154847,0.00002574185,0.0007866143,0.00000795799,0.000002192266,0.0003383099,0.001391417,0.00008012664,0.0000115771,0.992409,0.001833555,0.003101928],"study_design_scores_gemma":[0.0000559203,0.00002680579,0.001590493,0.0001775514,0.00001244351,0.001186752,0.008320739,0.0008268683,0.0001251871,0.8879836,0.09966532,0.00002834508],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08698442,0.003323542,0.001449879,0.0248302,0.0001264653,0.00003326384,0.00006718135,0.00001335212,0.8831717],"genre_scores_gemma":[0.966527,0.001477696,0.0004587916,0.0008225521,0.0002394978,0.00003502849,0.00002945585,0.00001410446,0.03039574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.998666,"threshold_uncertainty_score":0.05524367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337097520622598,"score_gpt":0.3290226285419647,"score_spread":0.2356516533357387,"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."}}