{"id":"W7048520707","doi":"","title":"Lessons from the Survivor Inclusion Initiative (SII) in the UK, US, and Canada","year":2022,"lang":"en","type":"other","venue":"UNU Collections (United Nations University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Financial inclusion; Work (physics); Stakeholder; Launched; Stakeholder engagement","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":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics","sts","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0001253759,0.0001600739,0.0001561782,0.0276891,0.002922934,0.00005311035,0.0005231999,0.00006034552,0.00336072],"category_scores_gemma":[0.00001699268,0.0001346643,0.00005123329,0.0700099,0.0001086607,0.00005323836,0.0005845839,0.0006418532,0.000002371164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442741,"about_ca_system_score_gemma":0.001449996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7321317,"about_ca_topic_score_gemma":0.8409607,"domain_scores_codex":[0.9987118,0.0004722779,0.0000964539,0.0002444935,0.0002919119,0.000183031],"domain_scores_gemma":[0.9985927,0.000909216,0.0001040374,0.0002865179,0.00006296277,0.00004455594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008763163,0.00007773029,0.004084303,0.000001934162,0.0001694748,0.000008930479,0.001333247,0.00009014623,0.000001307304,0.5479047,0.4460425,0.0002770116],"study_design_scores_gemma":[0.0004118828,0.000005235559,0.0001062927,0.00001469527,0.00004719479,3.791942e-7,0.01272312,0.0009358254,0.000001006632,0.001337925,0.984272,0.00014443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002263719,0.00003825692,0.0008524928,0.001929571,0.00009901378,0.0004637636,0.003008463,0.00002230353,0.9913224],"genre_scores_gemma":[0.146917,0.00009957197,0.0000216195,0.0001666434,0.0001089557,0.00001727235,0.001192068,0.00005406294,0.8514228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5465667,"threshold_uncertainty_score":0.9983751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597306334870224,"score_gpt":0.2288527001380549,"score_spread":0.2128796367893526,"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."}}