{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002423563,0.0001128443,0.0001342544,0.00009462341,0.0007498486,0.00009247225,0.0006477624,0.000115206,0.000768935],"category_scores_gemma":[0.00008325811,0.0001231776,0.0001099437,0.0009247686,0.0002439066,0.0007512431,0.0000475695,0.0001403762,0.0002013024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022351,"about_ca_system_score_gemma":0.0002480663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02521556,"about_ca_topic_score_gemma":0.02387558,"domain_scores_codex":[0.9985837,0.0001079476,0.00007203109,0.0002951049,0.0004511543,0.0004900007],"domain_scores_gemma":[0.9993752,0.00005734717,0.00009433922,0.0001796736,0.00006491615,0.0002285335],"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":[0.00002691493,0.0001038311,0.01233735,0.000002035815,0.00001546852,0.0001467209,0.01762856,0.00001013183,0.0001589304,0.3442013,0.6132127,0.01215605],"study_design_scores_gemma":[0.0002126754,0.00005237253,0.03657451,0.0000100335,0.00001144675,4.529009e-7,0.006224541,0.000008739629,0.00002377437,0.001485707,0.9552063,0.000189484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1499913,0.0001096967,0.000468922,0.1227637,0.0004980942,0.0002122382,0.00001220662,0.0002288645,0.725715],"genre_scores_gemma":[0.7864265,0.0001486137,0.0005031407,0.002139938,0.0004133192,1.655864e-7,0.000001486093,0.000005265422,0.2103616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6364352,"threshold_uncertainty_score":0.9939362,"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."}}