{"id":"W2752879179","doi":"","title":"BALTA Newsletter - Autumn 2009","year":2009,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001041089,0.0005731614,0.0004891006,0.001706064,0.003069303,0.00637171,0.001197423,0.002380984,0.2950094],"category_scores_gemma":[0.002404728,0.0003163051,0.0003654416,0.001760361,0.0003971135,0.001364792,0.001482994,0.002560095,0.1526063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004462657,"about_ca_system_score_gemma":0.005492998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09155513,"about_ca_topic_score_gemma":0.2829916,"domain_scores_codex":[0.9990262,0.00004921946,0.00002668691,0.00007936087,0.0006432367,0.0001753106],"domain_scores_gemma":[0.997838,0.0001563736,0.00007916812,0.0001074283,0.001332374,0.0004866787],"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":[0.00001612828,0.00001013449,0.00005519806,0.00002024868,6.380082e-7,0.00001938937,0.00001726881,0.000005297626,0.00006134898,0.0003135213,0.9920238,0.007456903],"study_design_scores_gemma":[0.000003231946,0.000003582744,0.0004691099,0.00002140049,7.795596e-7,0.00001129438,0.00004230429,0.00001180845,0.00004929057,0.00005504212,0.9993302,0.000002073841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002258478,0.006135336,0.0004111695,0.03072852,0.03758023,0.0002129535,0.01289471,0.001481006,0.9082976],"genre_scores_gemma":[0.002122962,0.0009675015,0.0001657197,0.002720438,0.001372369,0.00003290716,0.003651639,0.0001367734,0.9888297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2950094,"threshold_uncertainty_score":0.9869048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621231533511517,"score_gpt":0.2543305415257539,"score_spread":0.2381182261906387,"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."}}