{"id":"W3158009820","doi":"10.7490/f1000research.1117303.1","title":"What does 1.0 take? MISO LIMS after 9 years of development","year":2019,"lang":"en","type":"article","venue":"Open MIND","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Ontario Institute for Cancer Research","funders":"","keywords":"Open peer review; Plant biology; Physiology; Medicine; Neuroscience; Anesthesiology; Biology; Anesthesia; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01630288,0.001391271,0.0008130512,0.001854035,0.001809124,0.009564226,0.003063878,0.003013323,0.06433219],"category_scores_gemma":[0.03854259,0.0008423389,0.001222389,0.001530715,0.002071224,0.01075037,0.004853549,0.005220552,0.0819692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211478,"about_ca_system_score_gemma":0.00428162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907788,"about_ca_topic_score_gemma":0.00240187,"domain_scores_codex":[0.9933883,0.001201031,0.0003894282,0.0006977324,0.003648646,0.0006747396],"domain_scores_gemma":[0.9761583,0.00383812,0.0007757213,0.002635638,0.009412982,0.0071794],"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":[0.0002549511,0.0001080068,0.001091054,0.0003822301,0.00001874132,0.0001912274,0.0005927242,0.0001528978,0.00227273,0.0106764,0.7695198,0.2147391],"study_design_scores_gemma":[0.00002437594,0.000119654,0.0008789129,0.0002860411,0.00001189812,0.0001706095,0.0001841135,0.0003101638,0.001079951,0.003802541,0.9930814,0.00005037084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"software","genre_scores_codex":[0.01896362,0.01607902,0.1411522,0.3007649,0.05472739,0.0009752648,0.009359331,0.2202535,0.2377247],"genre_scores_gemma":[0.05210461,0.01389967,0.2115639,0.08998474,0.0153381,0.000967184,0.02271056,0.09353825,0.4998929],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06433219,"threshold_uncertainty_score":0.2152126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173264153662904,"score_gpt":0.2215271748965057,"score_spread":0.2097945333598767,"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."}}