{"id":"W6947905851","doi":"10.4224/20374528","title":"Portable air cleaner protocol evaluation report","year":2011,"lang":"en","type":"report","venue":"NPARC","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Test (biology); Jurisdiction; Montreal Protocol; Pilot test; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.323272,0.001440732,0.001647299,0.006996911,0.004532322,0.007697902,0.004042606,0.003134262,0.04825005],"category_scores_gemma":[0.4075982,0.001987421,0.002308884,0.00645672,0.002624716,0.003614682,0.002549594,0.006467653,0.02535335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620896,"about_ca_system_score_gemma":0.09771398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966011,"about_ca_topic_score_gemma":0.02270449,"domain_scores_codex":[0.6571741,0.1574232,0.06553335,0.006991695,0.1056155,0.007262213],"domain_scores_gemma":[0.4527041,0.1350373,0.02265036,0.04507988,0.3383301,0.00619824],"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":[0.00393957,0.00285314,0.003923128,0.007451597,0.000274119,0.0004104488,0.004075631,0.001598345,0.002476861,0.027514,0.7546506,0.1908326],"study_design_scores_gemma":[0.002125671,0.002191104,0.01449452,0.007210846,0.0002790602,0.0002516648,0.002227448,0.001328996,0.005440941,0.003650488,0.9606393,0.0001599166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.00624174,0.0006033148,0.04481356,0.007441099,0.001924205,0.7592163,0.06051542,0.001901822,0.1173427],"genre_scores_gemma":[0.01455863,0.001005333,0.06979694,0.003100167,0.0002814544,0.8373619,0.03524574,0.0006848463,0.03796503],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.323272,"threshold_uncertainty_score":0.8345262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2820067911902565,"score_gpt":0.4568875606216774,"score_spread":0.1748807694314209,"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."}}