{"id":"W2187761662","doi":"","title":"Exploring BALTA’S Future","year":2010,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Simon Fraser University; University of Northern British Columbia","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003975722,0.0001734905,0.0002110982,0.0003529663,0.001635274,0.000008792837,0.000492697,0.0001988012,0.001875671],"category_scores_gemma":[0.0001067562,0.0001832344,0.00007034713,0.0005135591,0.00005119492,0.0005418332,0.0004492658,0.001834943,0.001051672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215469,"about_ca_system_score_gemma":0.0007639966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817812,"about_ca_topic_score_gemma":0.01840869,"domain_scores_codex":[0.9984406,0.000245716,0.0001806722,0.0002558863,0.0002147899,0.0006623978],"domain_scores_gemma":[0.9983219,0.0003468707,0.0001210226,0.0005872428,0.0001675386,0.0004554331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005797048,0.0004176494,0.2856156,0.0008376542,0.0001390451,0.0003847663,0.08538207,0.000002586142,0.002243867,0.3688842,0.2108257,0.04468712],"study_design_scores_gemma":[0.0007251017,0.00003052315,0.06861477,0.00004827359,0.00001055201,0.000001971911,0.02575818,0.000005518791,0.00004147106,0.0001153117,0.9044572,0.0001911183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8311522,0.00002253854,0.0001313703,0.01494437,0.003469768,0.0005069149,0.00001152906,0.0003131583,0.1494481],"genre_scores_gemma":[0.8923765,0.0006524306,0.007651043,0.002725755,0.001643827,0.00002058156,0.00004519197,0.00005853383,0.09482614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6936315,"threshold_uncertainty_score":0.9997261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377235859443994,"score_gpt":0.3414732144738546,"score_spread":0.2037496285294552,"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."}}