{"id":"W4409671872","doi":"10.63485/k4ghk-amv46","title":"Partnership to support OJS","year":2005,"lang":"en","type":"preprint","venue":"","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Business; Computer science; Political science; Finance","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008702544,0.0006421617,0.0005010933,0.001969346,0.002649135,0.00934687,0.00178424,0.002360653,0.3472801],"category_scores_gemma":[0.03470375,0.0003416088,0.000530553,0.002959582,0.0008946579,0.005686327,0.0118622,0.002702366,0.1860827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872843,"about_ca_system_score_gemma":0.0156691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007583372,"about_ca_topic_score_gemma":0.009553563,"domain_scores_codex":[0.9926546,0.001180884,0.0002842174,0.0005439108,0.00330976,0.002026569],"domain_scores_gemma":[0.9526377,0.003967024,0.001577706,0.006375749,0.01530999,0.02013183],"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":[0.0002070244,0.0001833745,0.001669423,0.0002256371,0.00001721323,0.0002127473,0.0009479848,0.00008025536,0.0005532418,0.03852909,0.7915035,0.1658704],"study_design_scores_gemma":[0.00002219997,0.00001618508,0.0004709766,0.00003510966,0.000002405486,0.00008076603,0.0004876123,0.000110076,0.00009544022,0.002885083,0.995789,0.000005086129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007661859,0.001858055,0.01063765,0.04859386,0.0103831,0.0003774104,0.007724761,0.004972952,0.9077904],"genre_scores_gemma":[0.03350902,0.001133118,0.008339998,0.004786998,0.0009041476,0.0002362369,0.008695804,0.002384384,0.9400102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9906532,"threshold_uncertainty_score":0.9310256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5134698590249702,"score_gpt":0.6342862389493737,"score_spread":0.1208163799244035,"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."}}