{"id":"W2912636941","doi":"10.7202/1082965ar","title":"We all want to learn","year":2021,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dream; Class (philosophy); Psychology; Mathematics education; Medical education; Medicine; Computer science; Psychotherapist; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006556737,0.0004940587,0.000718531,0.000306903,0.002768226,0.0004229344,0.0009679154,0.00007141894,0.000224509],"category_scores_gemma":[0.001259004,0.0003507455,0.000415213,0.0009349908,0.0004430662,0.0007872968,0.001079773,0.0006945101,0.0000719102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185923,"about_ca_system_score_gemma":0.0002405331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001620113,"about_ca_topic_score_gemma":0.001620315,"domain_scores_codex":[0.9965544,0.0005044074,0.0008147819,0.001032766,0.000505335,0.0005883126],"domain_scores_gemma":[0.9968764,0.001067011,0.0005279774,0.0006417744,0.0004394265,0.0004474178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001269369,0.008625149,0.01193023,0.01360183,0.0004740094,0.0003921355,0.8487183,0.0004771218,0.03650749,0.01047448,0.03203028,0.03549956],"study_design_scores_gemma":[0.001981864,0.003919909,0.1687728,0.04145921,0.0008117162,0.008219204,0.5226536,0.0004710645,0.0142077,0.002390772,0.2325466,0.002565542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343388,0.09506612,0.0001922999,0.06305157,0.001585671,0.0006283745,0.00006734068,0.00008855651,0.004981207],"genre_scores_gemma":[0.7466089,0.250763,0.0001036006,0.0009370546,0.0006307299,0.00003935073,0.000004133822,0.00004267279,0.000870548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260647,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148404143774403,"score_gpt":0.3210629665509789,"score_spread":0.2895789251132349,"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."}}