{"id":"W4247279204","doi":"10.7287/peerj.2264v0.3/reviews/1","title":"Peer Review #1 of \"Article processing charges for open access publication—the situation for research intensive universities in the USA and Canada (v0.3)\"","year":2016,"lang":"en","type":"peer-review","venue":"","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Library science; Operations research; Data science; Political science; Computer science; Regional science; Engineering; Sociology; Law","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":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.07281976,0.0009405491,0.001722916,0.007393475,0.01203281,0.01898748,0.008690936,0.004040448,0.05448304],"category_scores_gemma":[0.2144537,0.001131321,0.001313325,0.007788731,0.006755751,0.006272493,0.007844227,0.004179115,0.03143353],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02002063,"about_ca_system_score_gemma":0.1765343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2152457,"about_ca_topic_score_gemma":0.2802824,"domain_scores_codex":[0.8702703,0.01621068,0.00922406,0.005714527,0.09020075,0.008379625],"domain_scores_gemma":[0.3014216,0.04350238,0.03191324,0.02170334,0.5550543,0.04640512],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105712,0.00005551212,0.009578671,0.001664871,0.00007312464,0.0003314361,0.0008861244,0.0001282592,0.001175926,0.005547727,0.8232422,0.1572056],"study_design_scores_gemma":[0.00003324479,0.00006021502,0.02738466,0.0006853017,0.00003071054,0.0003167553,0.0009811129,0.0004216697,0.0007320264,0.001569391,0.9676999,0.00008498177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05488201,0.03548121,0.02765446,0.3452556,0.09199063,0.01096255,0.01638525,0.01043357,0.4069547],"genre_scores_gemma":[0.2975197,0.0357706,0.04308814,0.06362052,0.02453913,0.003859888,0.02561118,0.004508298,0.5014825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.991309,"threshold_uncertainty_score":0.4279857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8648723760652484,"score_gpt":0.691887158452412,"score_spread":0.1729852176128364,"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."}}