{"id":"W7036510238","doi":"","title":"CBERN-NNK Knowledge Needs Research Summary:Report to the CBERN/Naskapi Steering Committee and the Naskapi Community","year":2020,"lang":"en","type":"report","venue":"York University Digital Library (York University)","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Steering committee; Community development; Information needs; Development plan; Information sharing","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00176299,0.0007721359,0.001497489,0.00191468,0.002621436,0.001137209,0.005256049,0.0006713158,0.0001451205],"category_scores_gemma":[0.0006272623,0.0007826597,0.0007523479,0.00431681,0.001477786,0.002169763,0.008245724,0.003608228,0.0009500555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120194,"about_ca_system_score_gemma":0.0009466736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666685,"about_ca_topic_score_gemma":0.0005001953,"domain_scores_codex":[0.9959415,0.000657024,0.0007909316,0.001054202,0.0004861844,0.001070128],"domain_scores_gemma":[0.9945905,0.001489864,0.000834153,0.002208299,0.0002371029,0.0006400344],"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":[0.001248425,0.0003610352,0.02537942,0.0004036436,0.0008772508,0.0008015762,0.005237617,0.000047153,5.054983e-7,0.1175926,0.8457665,0.002284337],"study_design_scores_gemma":[0.001203624,0.0001514602,0.003340463,0.0002346161,0.00009372049,0.00005242931,0.01078732,0.00002667332,0.000003600054,0.001652379,0.9816218,0.0008319279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0212009,0.004390555,0.0001205997,0.00764781,0.001461001,0.001490688,0.003961063,0.0004003761,0.959327],"genre_scores_gemma":[0.5403383,0.003496638,0.0001625533,0.0004143125,0.0008798868,0.000002275541,0.001058483,0.00022971,0.4534178],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5191374,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07762542681337337,"score_gpt":0.2264800345387105,"score_spread":0.1488546077253371,"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."}}