{"id":"W7020707767","doi":"","title":"Multi-Barrier Machine Chiller Loop","year":2022,"lang":"en","type":"report","venue":"Mspace (University of Manitoba)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Work (physics); Troubleshooting; Subpoena; Sulfinpyrazone; Economic shortage","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":[],"consensus_categories":[],"category_scores_codex":[0.001263072,0.0007373298,0.0007250817,0.0004554898,0.0005968144,0.001265762,0.001814281,0.000940722,0.02083055],"category_scores_gemma":[0.002786238,0.0004324066,0.0006438841,0.0002593372,0.0003793126,0.001294511,0.0007072365,0.001378063,0.00411196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498105,"about_ca_system_score_gemma":0.002272668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00574917,"about_ca_topic_score_gemma":0.008234186,"domain_scores_codex":[0.9984339,0.0001830281,0.00005471435,0.0003266796,0.0008563753,0.0001453175],"domain_scores_gemma":[0.9978495,0.0003156263,0.0001302879,0.0002713662,0.001232596,0.0002006983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004522088,0.0008885852,0.008603622,0.001280362,0.000146854,0.001111306,0.0008584979,0.07870481,0.276223,0.01285737,0.05234195,0.5624616],"study_design_scores_gemma":[0.001285485,0.00599839,0.01269335,0.0002154275,0.0002021499,0.001272392,0.0004136555,0.4335445,0.2436446,0.003982327,0.2964203,0.0003275472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3471785,0.001087488,0.5487267,0.001570823,0.001392698,0.003128855,0.001376425,0.02463099,0.07090758],"genre_scores_gemma":[0.7634764,0.000222006,0.1668217,0.0004940558,0.00008768488,0.0006116481,0.0009655475,0.0009101535,0.06641087],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02083055,"threshold_uncertainty_score":0.0696851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358948266808757,"score_gpt":0.2396003163974383,"score_spread":0.2037054897165626,"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."}}