{"id":"W4391436620","doi":"10.18432/ari29761","title":"Mana Moana","year":2024,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New Zealand Government","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004900451,0.0004444469,0.0002621908,0.0006555711,0.004558692,0.003099655,0.0005053826,0.0005969728,0.02931619],"category_scores_gemma":[0.001455394,0.0002803884,0.0002814947,0.0009277486,0.002818508,0.002017768,0.002291154,0.001423557,0.003405948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003488145,"about_ca_system_score_gemma":0.003949697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09459358,"about_ca_topic_score_gemma":0.2437997,"domain_scores_codex":[0.9995549,0.0000720036,0.00001478404,0.000121884,0.0001398666,0.00009648773],"domain_scores_gemma":[0.999594,0.00005358161,0.00007203939,0.00004442766,0.0001226886,0.0001130994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003595576,0.0001381566,0.04689102,0.001369588,0.00004850793,0.005746249,0.1833589,0.0004380279,0.01548736,0.3018343,0.1250408,0.3192875],"study_design_scores_gemma":[0.000005339977,0.00004466454,0.01823474,0.0001744177,0.00001515011,0.001116052,0.02364211,0.0001253358,0.0005805005,0.002844452,0.9531909,0.00002628223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2231887,0.00589562,0.005812353,0.014462,0.001664046,0.000273945,0.000508928,0.0003435739,0.7478508],"genre_scores_gemma":[0.5951078,0.004047205,0.005000003,0.001855135,0.000145536,0.0001628405,0.0001796567,0.000163296,0.3933386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09459358,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542898545116369,"score_gpt":0.3731511647802909,"score_spread":0.218861310268654,"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."}}