{"id":"W39601804","doi":"","title":"The open access movement in Canada: a case for government action","year":2013,"lang":"en","type":"article","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movement (music); Action (physics); Government (linguistics); Business; Political science; Public relations; Public administration","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001813551,0.00003536048,0.00003584512,0.000005670417,0.0001619773,0.00122589,0.0009324456,0.000005842243,0.0001269092],"category_scores_gemma":[0.00002213545,0.00002318162,0.000006762374,0.00008498684,0.000002631596,0.0009599178,0.0004929904,0.0000380049,0.000009242271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904663,"about_ca_system_score_gemma":0.0004321874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9539483,"about_ca_topic_score_gemma":0.9740438,"domain_scores_codex":[0.9995264,0.00002156374,0.00009358446,0.0001142642,0.0001215211,0.0001226603],"domain_scores_gemma":[0.9996616,0.00007898328,0.00003760245,0.0001565172,0.00002469929,0.00004056586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008697044,0.000105836,0.01188149,0.00001200816,0.00001963882,0.00001772796,0.0009629858,0.0009601248,0.0001194237,0.1839819,0.2491034,0.5528268],"study_design_scores_gemma":[0.001324368,0.0001020221,0.1342444,0.00001886879,0.000003902021,0.00005080405,0.05483837,0.3964312,0.004044331,0.004308796,0.4041815,0.000451394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624037,0.00002563398,0.06790766,0.1238795,0.002893223,0.004883994,0.000002154321,0.00004940863,0.2379547],"genre_scores_gemma":[0.9901038,0.000004165328,0.001727086,0.001917018,0.00001266762,0.0003066876,2.417162e-7,0.000001917811,0.005926425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5523754,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189112795503322,"score_gpt":0.3431329863536103,"score_spread":0.2812418583985771,"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."}}