{"id":"W4409591170","doi":"10.63485/wcz80-ed046","title":"Will CMAJ join PLoS?","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Join (topology); Computer science; Business; Political science; Mathematics; Combinatorics","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":[0.001850175,0.00043032,0.0006808505,0.0008456071,0.005991043,0.006548884,0.001019653,0.01093267,0.2741053],"category_scores_gemma":[0.01108242,0.0004844201,0.0003541513,0.001162546,0.001044259,0.004207341,0.002013412,0.007976901,0.145652],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00489737,"about_ca_system_score_gemma":0.009131007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08042284,"about_ca_topic_score_gemma":0.1526929,"domain_scores_codex":[0.9982803,0.0001072507,0.00005493958,0.000227471,0.0006670683,0.0006630693],"domain_scores_gemma":[0.9927383,0.0007496665,0.0003261576,0.000125445,0.00162962,0.00443086],"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":[0.000009805712,0.000006301593,0.0001031109,0.00001956921,0.000001209058,0.00004030495,0.00004033556,0.00000284813,0.00001884054,0.001071293,0.9956584,0.003027894],"study_design_scores_gemma":[0.000007500862,0.000004178044,0.0006378865,0.0000323848,0.000002266958,0.00005998203,0.0002396809,0.000008843891,0.00003039139,0.0002952098,0.9986683,0.00001343823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001146939,0.0103684,0.0002238969,0.7319134,0.05426355,0.00008607531,0.0009241744,0.0004656272,0.2006078],"genre_scores_gemma":[0.008353837,0.005736438,0.0001800327,0.3600199,0.01035152,0.00007130606,0.0002164574,0.0002869274,0.6147835],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9989803,"threshold_uncertainty_score":0.9169734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5409162682537675,"score_gpt":0.5668939409074734,"score_spread":0.02597767265370587,"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."}}