{"id":"W4251083162","doi":"10.7287/peerj.2264v0.1/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 (v0.1)\"","year":2016,"lang":"en","type":"peer-review","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Open access journal; Library science; Political science; Operations research; Computer science; Engineering; Law; MEDLINE","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","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.07512017,0.0009599303,0.001770714,0.007543499,0.01212226,0.01897584,0.008710948,0.004118055,0.05259414],"category_scores_gemma":[0.227242,0.001163588,0.001285965,0.007857952,0.006853345,0.006507983,0.008021357,0.004284907,0.03022018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02030142,"about_ca_system_score_gemma":0.1750496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2131243,"about_ca_topic_score_gemma":0.2794718,"domain_scores_codex":[0.8670856,0.01702368,0.009649744,0.005862397,0.09188571,0.008492853],"domain_scores_gemma":[0.2907463,0.04546965,0.03291816,0.02191167,0.5638157,0.04513851],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001106168,0.00005684842,0.009521419,0.001750972,0.00007339165,0.0003321749,0.0008747216,0.0001297413,0.001107649,0.005411799,0.8219821,0.1586486],"study_design_scores_gemma":[0.00003383427,0.00006244464,0.0270305,0.0007442719,0.00003143054,0.0003275487,0.001015574,0.0004158216,0.000739139,0.001588379,0.9679239,0.00008726217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05446332,0.03718071,0.02638463,0.3591014,0.0956514,0.01063667,0.01597476,0.009865527,0.3907416],"genre_scores_gemma":[0.3022222,0.03908151,0.04234944,0.06701071,0.02674807,0.003862181,0.02582428,0.004512951,0.4883887],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9912891,"threshold_uncertainty_score":0.4237676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.498555422876172,"score_gpt":0.577485112087916,"score_spread":0.07892968921174393,"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."}}