{"id":"W2762542682","doi":"","title":"Open Access Monographs - Current Initiatives and Progress on Sustainable Models for Making Monographs Openly Accessible (webinar screening)","year":2017,"lang":"en","type":"article","venue":"The Cupola: Scholarship at Gettysburg College (Gettysburg College)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Engineering ethics; Political science; Computer science; Public relations; Engineering","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":[0.0597064,0.0007052298,0.0007053669,0.009476408,0.005747826,0.03232417,0.003537405,0.005646483,0.1480398],"category_scores_gemma":[0.0924463,0.0009995464,0.0009238744,0.009841804,0.005074037,0.03040499,0.009027269,0.004595325,0.07060849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006890004,"about_ca_system_score_gemma":0.02705124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006992215,"about_ca_topic_score_gemma":0.009995294,"domain_scores_codex":[0.9632043,0.01400756,0.001815657,0.002054667,0.01709921,0.001818612],"domain_scores_gemma":[0.8381373,0.05460815,0.007582232,0.01645327,0.05052266,0.0326963],"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":[0.00003633166,0.0001270355,0.0005452853,0.000794752,0.000005577351,0.00006954579,0.001163183,0.0001199193,0.0004059812,0.0443055,0.7910707,0.1613562],"study_design_scores_gemma":[0.000006829302,0.00002753458,0.0009865173,0.0004443269,0.000003072254,0.00005314967,0.0007129277,0.00007162451,0.0001519544,0.003299197,0.9942269,0.00001588314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008995792,0.03601684,0.02339029,0.246434,0.02506916,0.001506281,0.003467373,0.006639141,0.6484811],"genre_scores_gemma":[0.05957905,0.03941026,0.04376147,0.03970616,0.01038501,0.001966382,0.006369862,0.003207094,0.7956147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9964626,"threshold_uncertainty_score":0.4952424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470283281152501,"score_gpt":0.4025640251245465,"score_spread":0.2555356970092963,"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."}}