{"id":"W2972545778","doi":"10.28945/1554","title":"Printable Table of Contents: IJDS, Volume 7, 2012","year":2012,"lang":"en","type":"article","venue":"International journal of doctoral studies","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Australian Government","keywords":"Volume (thermodynamics); Table (database); Table of contents; Mathematics; Computer science; Physics; Database; Thermodynamics; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003847525,0.0001207591,0.000463424,0.000316412,0.00006859267,0.0002594899,0.002219568,0.00006210827,0.0006163192],"category_scores_gemma":[0.007120037,0.00007643762,0.0001661651,0.0003100757,0.0001579514,0.005418104,0.0005333178,0.000291055,0.00007943313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269308,"about_ca_system_score_gemma":0.0000614284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008195579,"about_ca_topic_score_gemma":0.000009127061,"domain_scores_codex":[0.9959,0.0001191016,0.001243623,0.0001280135,0.002354613,0.0002546953],"domain_scores_gemma":[0.9940412,0.0005750369,0.001455341,0.0001499208,0.00363987,0.0001386358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023864,0.0001395611,0.6003287,0.000003084412,0.0004856852,0.000006440555,0.0008748492,0.00005796242,0.0003402309,0.001942082,0.3843131,0.01140588],"study_design_scores_gemma":[0.001039367,0.000110433,0.1270682,0.0001479405,0.00004931328,0.0001432533,0.004708548,0.0000409042,0.002504128,0.008637483,0.8553547,0.0001957472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414921,0.02696666,0.001895949,0.008323492,0.01373402,0.0001070443,0.00005166707,0.00001334999,0.007415679],"genre_scores_gemma":[0.989351,0.0003869908,0.0007034886,0.0002756682,0.001152844,0.000001535486,9.033738e-7,0.000006517382,0.008121083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4732605,"threshold_uncertainty_score":0.8523864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407482058862816,"score_gpt":0.4751118280651712,"score_spread":0.2343636221788896,"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."}}