{"id":"W6992407234","doi":"","title":"Learning Choices: A Map for the Future","year":2012,"lang":"en","type":"other","venue":"eCite Digital Repository (University of Tasmania)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Indigenous; Quarter (Canadian coin); European union; Career Pathways; Democracy; Adult 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":[],"consensus_categories":[],"category_scores_codex":[0.0001398936,0.0001217686,0.0001930146,0.0000851706,0.0007200441,0.000122948,0.0004558513,0.0002346994,0.0003492467],"category_scores_gemma":[0.00002264025,0.0001186126,0.0001935345,0.0001199568,0.0002326139,0.0002669637,0.00005026696,0.0001397669,0.0001015237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006990776,"about_ca_system_score_gemma":0.0001651576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739483,"about_ca_topic_score_gemma":0.001089494,"domain_scores_codex":[0.9991946,0.00006210186,0.00008970479,0.0001731021,0.0002545317,0.0002259511],"domain_scores_gemma":[0.999047,0.0001595695,0.0003893151,0.0002180334,0.00007579885,0.0001102466],"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":[0.00001420653,0.00005284861,0.005496206,0.0001562786,0.0001924502,0.000002384129,0.0229394,0.000001332399,0.000004368001,0.01041814,0.9530886,0.007633828],"study_design_scores_gemma":[0.00009886646,0.00001850674,0.0004253796,0.00007013768,0.00004318481,0.000001115695,0.05684665,0.000001184215,5.024364e-7,0.00001508214,0.9423537,0.0001256434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000410546,0.002126686,0.0001042864,0.0006063539,0.002394604,0.0004361718,0.00007075832,0.0001092912,0.9937413],"genre_scores_gemma":[0.01374492,0.0001182333,0.00007813045,0.00001887659,0.004721712,0.000001239141,0.00002115618,0.00006214302,0.9812336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03390725,"threshold_uncertainty_score":0.553807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608173298892827,"score_gpt":0.2516494015540232,"score_spread":0.2355676685650949,"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."}}