{"id":"W7042363256","doi":"","title":"Opening remarks, Neal Overstrom","year":2018,"lang":"en","type":"article","venue":"Digital Commons - RISD (Rhode Island School of Design)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TSG101; Nucleofection; Articular cartilage damage; Limiting; Filter (signal processing); Pretext","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":[0.003080589,0.0007939023,0.0005602837,0.0005565847,0.004697255,0.005177556,0.001399379,0.004684123,0.01498489],"category_scores_gemma":[0.01068375,0.0003137962,0.0005516447,0.0004876065,0.002630211,0.004662805,0.002398003,0.01306024,0.007871548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469907,"about_ca_system_score_gemma":0.002201135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007274077,"about_ca_topic_score_gemma":0.01372861,"domain_scores_codex":[0.9980423,0.0005420306,0.0001094827,0.000413071,0.0007099321,0.0001831581],"domain_scores_gemma":[0.996375,0.001108961,0.0001376494,0.0001911507,0.001465632,0.0007215816],"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":[0.00001038675,0.00002081071,0.000108889,0.00003378894,0.000002871698,0.0001002175,0.0006205596,0.00004024949,0.00008096929,0.006421132,0.9849507,0.007609482],"study_design_scores_gemma":[0.000002151065,0.000006732422,0.00009183846,0.00006104909,0.000001466872,0.0001226249,0.0009413603,0.00002696214,0.00004556321,0.001327342,0.9973661,0.000006717197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001535786,0.02251719,0.001065637,0.8486278,0.08493864,0.00003367283,0.0001431103,0.0001226159,0.04101555],"genre_scores_gemma":[0.02652006,0.01867925,0.002246589,0.5980333,0.03897006,0.0001486148,0.0001413341,0.0003221814,0.3149386],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01498489,"threshold_uncertainty_score":0.05012941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584866705931592,"score_gpt":0.2236797983189604,"score_spread":0.2078311312596445,"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."}}