{"id":"W7128674108","doi":"10.26180/4546105.v2","title":"‘More than one way to learn’ :home educated students’ transitions between home and school","year":2017,"lang":"","type":"dissertation","venue":"Monash University","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Quarter (Canadian coin); Identity (music); Fell; Participant observation; Inclusion (mineral); Peer group; Higher education","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000444756,0.0004749733,0.000772021,0.0004799332,0.007074192,0.0004347757,0.001315765,0.0005204389,0.001146439],"category_scores_gemma":[0.00006489825,0.0005044347,0.0002770965,0.0006661497,0.0006685837,0.0007012392,0.0002484281,0.0006167215,0.0006137847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006103012,"about_ca_system_score_gemma":0.0006266715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090852,"about_ca_topic_score_gemma":0.004001196,"domain_scores_codex":[0.9968479,0.0001705012,0.0003085384,0.0009165934,0.001055577,0.0007009027],"domain_scores_gemma":[0.9974287,0.00006959139,0.0003962081,0.0004900582,0.0005832391,0.001032227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004405592,0.00175941,0.4837886,0.000334553,0.002609641,0.00005678957,0.4718711,0.00001009548,0.0001001219,0.001481778,0.01206488,0.02548246],"study_design_scores_gemma":[0.0005144332,0.00009308557,0.6105844,0.0001621721,0.0004091806,2.201915e-7,0.3162385,3.017739e-7,0.000006237313,0.00006470738,0.07144615,0.0004805629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642092,0.0001345675,0.00001024525,0.005227123,0.002015383,0.0009527831,0.0003359295,0.00006893952,0.02704584],"genre_scores_gemma":[0.7664133,0.001601903,0.00003703688,0.00006012425,0.0004858312,0.000003355362,0.0003802126,0.00002326741,0.2309949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039491,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303085230608324,"score_gpt":0.3195300102022955,"score_spread":0.2892214871414631,"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."}}