{"id":"W6998915512","doi":"","title":"BALTA Project C13 - Return on Taxpayer Investment for Training Businesses","year":2010,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxpayer; Training (meteorology); Government (linguistics); Investment (military); Work (physics); Variety (cybernetics); Alliance; Poverty","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002733382,0.0009965794,0.0009123867,0.003956322,0.0002648068,0.0001164705,0.001191001,0.001085494,0.001790723],"category_scores_gemma":[0.0002999666,0.001047628,0.0004018709,0.001782881,0.0003244088,0.0003174304,0.0002884444,0.000880064,0.001022796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800688,"about_ca_system_score_gemma":0.001016741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948233,"about_ca_topic_score_gemma":0.01217387,"domain_scores_codex":[0.9966719,0.0001543628,0.0002147078,0.001351014,0.0006195704,0.0009885001],"domain_scores_gemma":[0.9972764,0.000226749,0.0007687931,0.001241607,0.0002021956,0.0002842947],"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":[0.0002613648,0.0002108258,0.00007129762,0.0002329019,0.0004114428,0.0001588545,0.001009608,0.000002165312,0.0009289223,0.01720662,0.9791132,0.000392767],"study_design_scores_gemma":[0.002141949,0.0002887028,0.0000617899,0.0007136071,0.0003936485,0.0000124167,0.00117217,0.00002058113,0.0003439148,0.0000730065,0.993615,0.00116327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008213134,0.000115806,0.0002729128,0.0005748795,0.001085849,0.003041329,0.001870268,0.001414488,0.9908032],"genre_scores_gemma":[0.0004864541,0.00005979394,0.006886174,0.0003037882,0.0007711317,0.00002051447,0.0005103582,0.001811097,0.9891507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01713362,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04378540138370058,"score_gpt":0.2570603658947009,"score_spread":0.2132749645110003,"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."}}