{"id":"W7045907196","doi":"","title":"The Brief: Enabling Indigenous Participation in Major Projects","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; General partnership; Work (physics); Sustainable development; Business development; Sustainable business","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":[0.005245767,0.0007452946,0.0004169551,0.0007575633,0.02720827,0.01106971,0.001939747,0.01146305,0.02068529],"category_scores_gemma":[0.01061339,0.000784043,0.0004660493,0.001286203,0.005061468,0.00528746,0.005019549,0.01385916,0.00303124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02996181,"about_ca_system_score_gemma":0.1043078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6622323,"about_ca_topic_score_gemma":0.9031176,"domain_scores_codex":[0.9931419,0.001154826,0.0001843789,0.0004009307,0.002155391,0.002962553],"domain_scores_gemma":[0.9862883,0.002414604,0.0002962423,0.000240388,0.003270475,0.00748989],"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":[0.00002995836,0.00006749559,0.0009047197,0.0003691633,0.000006480209,0.0005042722,0.01732378,0.00009429482,0.0007699749,0.01068786,0.9258025,0.04343952],"study_design_scores_gemma":[0.000003552658,0.00002477308,0.001285392,0.000116866,0.000004931126,0.00005667354,0.01450856,0.00001571865,0.00008595359,0.0004552689,0.9834257,0.00001658648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009356463,0.01556646,0.001263634,0.7791011,0.04291868,0.0003548305,0.000262622,0.0003140936,0.1508621],"genre_scores_gemma":[0.08639143,0.03315755,0.002292583,0.3974339,0.008110892,0.0005084372,0.0004240898,0.0002284858,0.4714526],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6622323,"threshold_uncertainty_score":0.6795137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931046885724161,"score_gpt":0.2265607603914558,"score_spread":0.2172502915342142,"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."}}