{"id":"W4415358422","doi":"10.59350/hn2s7-wn698","title":"PubMed Central Canada is retiring: response from Europe PMC","year":2017,"lang":"","type":"preprint","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wish; Government (linguistics); Context (archaeology); Social network analysis","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"],"consensus_categories":[],"category_scores_codex":[0.01300792,0.001072754,0.001850519,0.002962989,0.008356399,0.01195072,0.004416883,0.02033753,0.1276188],"category_scores_gemma":[0.06687401,0.0008377627,0.001029937,0.004218141,0.00314128,0.005120991,0.006048419,0.01459622,0.06382129],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01868095,"about_ca_system_score_gemma":0.1079374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.190625,"about_ca_topic_score_gemma":0.3068529,"domain_scores_codex":[0.9781628,0.001172286,0.00187001,0.001948865,0.01341408,0.003431906],"domain_scores_gemma":[0.8511777,0.009499566,0.004139543,0.004423199,0.08722384,0.04353616],"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":[0.0000134129,0.00000292505,0.000123504,0.00003767934,0.000002665296,0.0001133955,0.0000339902,0.000004307782,0.00003922634,0.0002834315,0.9966924,0.002653195],"study_design_scores_gemma":[0.000006876339,0.000004024643,0.0003292847,0.00006020811,0.00000349657,0.00008645651,0.0002168359,0.00001485377,0.00005973529,0.0001429043,0.9990624,0.00001286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000651013,0.004743451,0.0003864669,0.8499493,0.1131311,0.0001226628,0.002017202,0.0006883124,0.02831053],"genre_scores_gemma":[0.00702867,0.006422014,0.001039103,0.7127152,0.02688271,0.0001529878,0.003019562,0.001148409,0.2415914],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9880493,"threshold_uncertainty_score":0.4269273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4669623758076534,"score_gpt":0.509815546125965,"score_spread":0.0428531703183116,"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."}}