{"id":"W2730144756","doi":"10.15663/wje.v4i1.482","title":"Finding the moccasin fit","year":2017,"lang":"en","type":"article","venue":"Waikato journal of education","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Devolution (biology); Government (linguistics); Context (archaeology); Pedagogy; Teacher education; Sociology; Political science; Psychology; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001714216,0.00004885631,0.00007214599,0.00006285701,0.002705516,0.0003746454,0.0004545089,0.0000499795,0.0002609583],"category_scores_gemma":[0.0006656605,0.00003498111,0.00006100198,0.00005975376,0.000110462,0.0004170507,0.000008528565,0.0001526952,0.00002870897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921775,"about_ca_system_score_gemma":0.004015201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002621983,"about_ca_topic_score_gemma":0.0009391477,"domain_scores_codex":[0.9992316,0.0001179905,0.0001875525,0.00005399738,0.0002525681,0.0001562774],"domain_scores_gemma":[0.9986979,0.0001116138,0.0005962562,0.0002050584,0.0003109534,0.00007819967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006286672,0.0006050793,0.1108507,0.0000230452,0.00006950415,0.000003563686,0.4446766,0.00006977188,0.0004160388,0.06369767,0.1159943,0.2635309],"study_design_scores_gemma":[0.0002100288,0.00007810905,0.1139862,0.0001400245,0.00006394623,0.00003101334,0.06653674,0.00001196107,0.0006037193,0.01644677,0.8017191,0.0001723548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432369,0.0003173816,0.00006098458,0.01789865,0.004324082,0.0001062559,7.643219e-7,0.000003724741,0.03405121],"genre_scores_gemma":[0.9932266,0.0001278431,0.0002255493,0.000193867,0.002232521,0.000002282997,8.26489e-7,0.000004732159,0.003985796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6857248,"threshold_uncertainty_score":0.9985929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07110267890267104,"score_gpt":0.4067402867500794,"score_spread":0.3356376078474084,"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."}}