{"id":"W2616175297","doi":"10.32920/25360537.v1","title":"Moving forward with Sámi research ethics how the dialogical process to policy development in Canada supports the course of action for the Nordic countries","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Dialogical self; Action (physics); Process (computing); Political science; Action research; Engineering ethics; Sociology; Public administration; Process management; Pedagogy; Psychology; Business; Computer science; Engineering; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05224758,0.0007056521,0.0008032002,0.002788886,0.05255474,0.04065401,0.003801809,0.006140362,0.005304214],"category_scores_gemma":[0.03768788,0.0006030018,0.0007873884,0.004336918,0.05812152,0.00856833,0.01317772,0.008700952,0.0005506069],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2646176,"about_ca_system_score_gemma":0.5536697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830898,"about_ca_topic_score_gemma":0.9844418,"domain_scores_codex":[0.9516534,0.02721005,0.0009330975,0.003225672,0.008445779,0.008531976],"domain_scores_gemma":[0.9645702,0.01347202,0.001196802,0.001954446,0.01017258,0.008634105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000469228,0.00003864988,0.002876313,0.0002040367,0.00003027412,0.000791555,0.2752139,0.001317436,0.0004186071,0.6721344,0.02480151,0.02212635],"study_design_scores_gemma":[0.00003342994,0.0000240507,0.004187345,0.0009789399,0.00004750205,0.000152688,0.3238343,0.001486754,0.0008099938,0.1018863,0.5664212,0.0001376216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1084827,0.01116761,0.01941118,0.3967108,0.001957752,0.0005690757,0.0003801019,0.0002575774,0.4610633],"genre_scores_gemma":[0.9186601,0.003302514,0.01858466,0.01271698,0.0001306142,0.0001893497,0.0001173664,0.0001550389,0.04614333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9938596,"threshold_uncertainty_score":0.8529394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2533071857715281,"score_gpt":0.518633328800616,"score_spread":0.2653261430290879,"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."}}