{"id":"W4417082150","doi":"10.59350/t7by4-h7p05","title":"Coalition Publi.ca, a national partnership providing sustainable support for journals transitioning to open access","year":2018,"lang":"","type":"article","venue":"","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Sustainability; Public policy; Government (linguistics); Production (economics); Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02735991,0.0007426533,0.0009451165,0.006848916,0.009577656,0.01862419,0.004178933,0.004717686,0.1122059],"category_scores_gemma":[0.09288381,0.0008546119,0.0006308585,0.006104123,0.003779874,0.0109887,0.01196049,0.006084434,0.02445177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369297,"about_ca_system_score_gemma":0.1819852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.142138,"about_ca_topic_score_gemma":0.2560129,"domain_scores_codex":[0.9664862,0.00323878,0.0009198786,0.001533823,0.02539353,0.00242784],"domain_scores_gemma":[0.8065276,0.02615158,0.007864694,0.01777922,0.07067289,0.071004],"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":[0.0001016663,0.00008890833,0.0006354986,0.0005686927,0.00001857612,0.0001640761,0.001168149,0.00004255637,0.001640513,0.02726282,0.9052989,0.0630096],"study_design_scores_gemma":[0.00002302905,0.00001490227,0.0005419138,0.0001066232,0.000005338687,0.00004672698,0.0003872503,0.00005613717,0.0002784118,0.001262888,0.9972627,0.00001406314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005955944,0.01489924,0.01472774,0.2032572,0.0318429,0.002282962,0.02739094,0.01702304,0.68262],"genre_scores_gemma":[0.0633142,0.0115632,0.06007267,0.03119996,0.004647064,0.001412188,0.01660687,0.007243776,0.8039401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9958211,"threshold_uncertainty_score":0.3753662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3089808511339889,"score_gpt":0.4279252241341415,"score_spread":0.1189443730001525,"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."}}