{"id":"W7047556476","doi":"","title":"He oranga tō te wai: Māori Pedagogies - A Culturally Responsive View of Aquatic Education and Drowning Prevention in Aotearoa","year":2023,"lang":"en","type":"dissertation","venue":"Research Commons (University of Waikato)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Accidental; Water safety; Traditional knowledge; Poison control; Suicide prevention; Open water; Quarter (Canadian coin)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008540928,0.0001416792,0.0003456111,0.0007012042,0.0001619655,0.00003165381,0.0002857453,0.0001794702,0.00006420506],"category_scores_gemma":[0.0002257084,0.000171058,0.00006762356,0.0008640686,0.0001019094,0.0002160387,0.00007610138,0.0003850925,0.00002311793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383317,"about_ca_system_score_gemma":0.0002973865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223575,"about_ca_topic_score_gemma":0.01267587,"domain_scores_codex":[0.998681,0.0002406023,0.0002292463,0.0002250368,0.0004006565,0.0002234675],"domain_scores_gemma":[0.9989615,0.0002976632,0.00008384865,0.0002825981,0.0003165326,0.00005784992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006136228,0.0009006919,0.001874295,0.01596593,0.0008312723,0.00003929226,0.2070086,0.0007721167,0.426947,0.006355492,0.02739982,0.3112918],"study_design_scores_gemma":[0.001830561,0.0004421639,0.07631514,0.01049279,0.0003308412,0.00001507165,0.859596,0.00340774,0.0165442,0.01585918,0.0139197,0.001246643],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967164,0.0009907533,0.000008413345,0.0002648988,0.0001156481,0.0004976022,0.00002202001,0.00007074313,0.001313466],"genre_scores_gemma":[0.9889261,0.001835807,0.0005491261,7.465501e-7,0.00002458737,0.00001169565,0.000346841,0.00003359601,0.008271533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6525874,"threshold_uncertainty_score":0.7073435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07367507965192686,"score_gpt":0.3504638579456373,"score_spread":0.2767887782937105,"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."}}