{"id":"W6964765085","doi":"10.26180/22081931.v2","title":"Imagining a Makarrata Commission","year":2023,"lang":"en","type":"article","venue":"Monash University","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Aotearoa; Institution; Statement (logic); Legislation; Focus (optics)","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":[0.02687671,0.0003657645,0.0004186747,0.000974016,0.01895556,0.01743517,0.001864657,0.01235293,0.004337912],"category_scores_gemma":[0.02827842,0.0004395933,0.0004167135,0.0009517129,0.04795125,0.015957,0.008638762,0.01272326,0.001135696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01823815,"about_ca_system_score_gemma":0.03173294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04898675,"about_ca_topic_score_gemma":0.0507016,"domain_scores_codex":[0.9780515,0.01371011,0.0003286173,0.001504716,0.003216893,0.003188036],"domain_scores_gemma":[0.9826289,0.008557426,0.001173311,0.001139192,0.003032197,0.003468927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001335461,0.00001299364,0.0002539079,0.00002295196,0.000002535031,0.000120024,0.01500342,0.0001052294,0.00009440308,0.9676602,0.01314974,0.003561167],"study_design_scores_gemma":[0.0000232337,0.00004408606,0.0008398548,0.0004080708,0.00001243966,0.0001586488,0.03942371,0.0005466911,0.000380884,0.3998892,0.5582113,0.00006185615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03386996,0.008188217,0.004811397,0.5608488,0.0028367,0.00004529809,0.00003318915,0.00007017988,0.3892962],"genre_scores_gemma":[0.9247054,0.002578742,0.003193755,0.0370285,0.0006453805,0.00008654536,0.00002472701,0.00007348246,0.03166348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04898675,"threshold_uncertainty_score":0.1421394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034863691852103,"score_gpt":0.1945850068552268,"score_spread":0.1842363699367058,"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."}}