{"id":"W6969458922","doi":"10.5683/sp3/auzjop","title":"LEB Project","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Research ethics; Work (physics); EXPOSE; Informed consent; Data collection","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003329068,0.001269015,0.00110516,0.003372792,0.001029882,0.002862814,0.00300884,0.001665964,0.1737064],"category_scores_gemma":[0.01867148,0.0006812354,0.001339146,0.004375942,0.0005481464,0.001780506,0.003126071,0.00174873,0.1596087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015312,"about_ca_system_score_gemma":0.003610565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02924411,"about_ca_topic_score_gemma":0.05792061,"domain_scores_codex":[0.9973367,0.000850383,0.0002749276,0.0006897496,0.0005399484,0.0003083195],"domain_scores_gemma":[0.9928454,0.002267606,0.000686963,0.001713333,0.001877599,0.0006091753],"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":[0.00006075835,0.00001043442,0.0006755401,0.000297637,0.00001919497,0.000008679257,0.00002296941,0.0001060414,0.00002901414,0.0007738874,0.9960186,0.001977385],"study_design_scores_gemma":[0.0001617245,0.00001417511,0.00219469,0.0003521151,0.00002234036,0.0000332974,0.00009515935,0.0001730405,0.00009424384,0.001840966,0.9949969,0.0000214328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001013224,0.00005208827,0.0001108714,0.0001539666,0.00003504159,0.00001964448,0.998067,0.0002481256,0.00121202],"genre_scores_gemma":[0.0006653878,0.00006477589,0.0005464379,0.0001889788,0.00001909255,0.0002489565,0.9961592,0.0002315505,0.001875618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8262936,"threshold_uncertainty_score":0.5811057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0368548660001394,"score_gpt":0.3111470700043644,"score_spread":0.2742922040042249,"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."}}