{"id":"W3129484263","doi":"10.26685/urncst.242","title":"WISE National Conference 2021: Connections - Together from Afar","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Advanced Micro Devices","keywords":"Champion; Passions; Competitor analysis; Political science; Public relations; Competition (biology); Engineering ethics; Engineering; Management; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001791213,0.0007101588,0.0004531818,0.0009709056,0.006579068,0.01189575,0.001290695,0.003499371,0.3087099],"category_scores_gemma":[0.00480206,0.0004803991,0.0005416901,0.001280569,0.0008380552,0.00538583,0.006843917,0.004604587,0.1589177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492923,"about_ca_system_score_gemma":0.006052959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007892985,"about_ca_topic_score_gemma":0.04730056,"domain_scores_codex":[0.997965,0.0002793336,0.00004195468,0.000218956,0.001103133,0.0003915391],"domain_scores_gemma":[0.995779,0.0002309825,0.00008594266,0.0001600998,0.0008678155,0.00287603],"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":[0.000004858326,0.000006740474,0.00003366383,0.00001266483,4.849787e-7,0.00001843713,0.0001216568,0.000008240789,0.00006251129,0.001629924,0.9900392,0.008061674],"study_design_scores_gemma":[9.905231e-7,0.000005047278,0.0001127653,0.00001823573,3.015562e-7,0.00001580309,0.000252541,0.000009537281,0.0000275274,0.0001778693,0.9993771,0.00000230394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002915089,0.003754336,0.001605568,0.0599604,0.05614086,0.0002534428,0.002124019,0.001181731,0.8720646],"genre_scores_gemma":[0.006921684,0.001399359,0.001243211,0.006491586,0.003717636,0.0001652153,0.001553881,0.0007512764,0.9777561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3087099,"threshold_uncertainty_score":0.9860414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272602106925473,"score_gpt":0.4370412167185301,"score_spread":0.3097810060259828,"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."}}