{"id":"W6941124295","doi":"10.11575/prism/29884","title":"Open Access & Shades of Grey","year":2009,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Presentation (obstetrics); Publishing; Scholarly communication; Open science; Realm; Open data; Open access publishing; Grey literature; Visibility; Electronic publishing","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006242362,0.000980322,0.000910963,0.00391376,0.007781382,0.02417692,0.002207178,0.006329956,0.3855579],"category_scores_gemma":[0.03234502,0.0007854432,0.001091494,0.00498778,0.01070984,0.01611296,0.01469103,0.006712032,0.1728964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004676275,"about_ca_system_score_gemma":0.007790168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005176045,"about_ca_topic_score_gemma":0.008721393,"domain_scores_codex":[0.9915169,0.001845083,0.0004497965,0.000787885,0.004542163,0.0008582962],"domain_scores_gemma":[0.9809513,0.005005509,0.0008026032,0.003356677,0.005851517,0.004032432],"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":[0.00002180868,0.0000134259,0.00007789533,0.0003517837,0.000004708274,0.0002101221,0.001087942,0.00006523201,0.0002558807,0.09542543,0.8399506,0.06253516],"study_design_scores_gemma":[0.000002003052,0.000003194278,0.00007001745,0.0002064782,0.000001051062,0.00009601066,0.0003581117,0.00003153076,0.0000448736,0.01192732,0.9872529,0.000006533957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000491201,0.006482605,0.005363459,0.04991531,0.01773347,0.0001309951,0.000434589,0.001310823,0.9181375],"genre_scores_gemma":[0.0246193,0.009896461,0.01035073,0.02018591,0.006944034,0.0002416942,0.0005530219,0.002789732,0.9244191],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9977928,"threshold_uncertainty_score":0.8764271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992112570364859,"score_gpt":0.2444878043963889,"score_spread":0.2145666786927403,"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."}}