{"id":"W4394464422","doi":"10.6084/m9.figshare.23708008","title":"Home language variation in the narratives of urban First Nations Australian children in their first year of school","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Australian Indigenous Culture and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Narrative; Geography; Sociology; Mathematics education; Psychology; Linguistics; Astrophysics; Physics","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":[0.001637024,0.0004353647,0.0006045817,0.001820355,0.0008812282,0.001059706,0.001184649,0.0007165331,0.008895983],"category_scores_gemma":[0.007784645,0.0005511564,0.0006468851,0.002840521,0.0003166539,0.0008216199,0.002033477,0.000856471,0.005126627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503964,"about_ca_system_score_gemma":0.001594789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1760176,"about_ca_topic_score_gemma":0.2764598,"domain_scores_codex":[0.999024,0.0003120832,0.0001906037,0.0001969375,0.0001682331,0.0001081095],"domain_scores_gemma":[0.9966034,0.0007658902,0.0007521777,0.0005708846,0.001013375,0.0002942655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008311331,0.0002828678,0.2461454,0.005506555,0.0004474923,0.0007180846,0.01424907,0.0006744484,0.001248954,0.00202156,0.6939463,0.03392817],"study_design_scores_gemma":[0.0001248508,0.00006204976,0.7964492,0.001065891,0.0001004097,0.0004346086,0.004954288,0.0007475074,0.0004267305,0.0004351864,0.1951198,0.00007949192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06810531,0.0004196689,0.0002360564,0.0003007322,0.00003829242,0.0002302292,0.9278852,0.00008454437,0.002700011],"genre_scores_gemma":[0.05062775,0.0003918737,0.001400826,0.0001425644,0.0000161416,0.001581115,0.9424732,0.00004046936,0.003326069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1760176,"threshold_uncertainty_score":0.3499862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784526091295287,"score_gpt":0.2928800819297425,"score_spread":0.2550348210167896,"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."}}