{"id":"W4249804090","doi":"10.24095/hpcdp.38.3.06","title":"With thanks to our 2017 peer reviewers","year":2018,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Psychology; Computer science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003644876,0.0001272366,0.000240322,0.0001526668,0.0002458196,0.000244559,0.0005076045,0.00003619758,0.0003515231],"category_scores_gemma":[0.0008823175,0.00009366091,0.00002692551,0.0006165121,0.00003143593,0.0006342577,0.0001108739,0.0002022002,0.00004897275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078983,"about_ca_system_score_gemma":0.009559114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2046925,"about_ca_topic_score_gemma":0.877396,"domain_scores_codex":[0.9966177,0.0003891845,0.0005826515,0.000526951,0.001500687,0.0003827873],"domain_scores_gemma":[0.9981512,0.00004284579,0.0002856647,0.0003881705,0.0003547561,0.0007774028],"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":[0.00007679553,0.00008102601,0.03812828,0.0001660637,0.000008723914,0.00001142764,0.0003108406,0.00005243447,7.167661e-7,0.0005408751,0.7226027,0.2380201],"study_design_scores_gemma":[0.001901321,0.0007829827,0.3844576,0.001864926,0.00002049627,0.00001724016,0.00253882,0.002166304,0.0000122816,0.005998857,0.5996938,0.0005453114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6058519,0.005010022,0.01068363,0.3642794,0.004145676,0.003616966,0.0001654157,0.00007919711,0.006167659],"genre_scores_gemma":[0.9900721,0.0001301763,0.0001157126,0.002494171,0.000238565,0.00007200047,0.00001720711,0.000008807796,0.006851241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6727036,"threshold_uncertainty_score":0.9960558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087589918508804,"score_gpt":0.4468122268698045,"score_spread":0.3380532350189241,"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."}}