{"id":"W7004683049","doi":"","title":"Open Access","year":2019,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersectionality; Intervention (counseling); Centennial; Underrepresented Minority; Access to Higher Education; Higher education; Disadvantaged; Best practice","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":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003377746,0.0008186186,0.0009473446,0.003616905,0.004576081,0.01153369,0.003731467,0.004742581,0.7434567],"category_scores_gemma":[0.02073988,0.0005032972,0.0009604229,0.003218803,0.003030577,0.004577239,0.007883727,0.002608503,0.4575411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005125531,"about_ca_system_score_gemma":0.02367909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07735501,"about_ca_topic_score_gemma":0.09586121,"domain_scores_codex":[0.9960476,0.0004187226,0.0001913716,0.0004608717,0.002154389,0.0007270096],"domain_scores_gemma":[0.9896545,0.001136507,0.0004566265,0.001959354,0.004717502,0.002075351],"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":[0.00006648772,0.00004931349,0.0007436092,0.0009173184,0.00002132292,0.0003665063,0.0003962751,0.0001087742,0.0004480068,0.02241915,0.8469731,0.12749],"study_design_scores_gemma":[0.000008053835,0.00000495716,0.0004518066,0.0002574092,0.000004116911,0.000108871,0.0001721618,0.00003748785,0.0000733924,0.001606368,0.9972671,0.000008335875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001214427,0.002956388,0.003239749,0.01153351,0.005850929,0.0004027666,0.02574178,0.004575858,0.9444846],"genre_scores_gemma":[0.01712512,0.004527851,0.00392446,0.00583822,0.001485245,0.0003120159,0.02214683,0.002485427,0.9421549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9962685,"threshold_uncertainty_score":0.3659278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05439095563632042,"score_gpt":0.2466681432419063,"score_spread":0.1922771876055858,"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."}}