{"id":"W7040034688","doi":"","title":"Inside Covers","year":2013,"lang":"en","type":"article","venue":"Archivaria","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008042251,0.0000923209,0.00009051292,0.00007527584,0.00005593929,0.00004803586,0.0001772566,0.00001856837,0.001888739],"category_scores_gemma":[0.0001038672,0.00008478953,0.00003947394,0.0001302963,0.00006631624,0.0002083421,0.00008836238,0.000110859,0.1285616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002458823,"about_ca_system_score_gemma":0.00003675482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062292,"about_ca_topic_score_gemma":0.000005921287,"domain_scores_codex":[0.9992288,0.00006211445,0.0001157255,0.0001710161,0.0001514331,0.0002709352],"domain_scores_gemma":[0.9993771,0.0001108806,0.00003576252,0.0003365779,0.00002178951,0.0001178612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001812791,0.00006029788,0.01037946,0.000003921751,0.00004392002,0.00001049349,0.0006911856,0.00008247414,0.1707314,0.6474749,0.166476,0.00402769],"study_design_scores_gemma":[0.0007545626,0.00003954349,0.4541075,0.0000120303,0.0000151339,0.00002090739,0.00005331493,0.001801358,0.00268097,0.4705641,0.06966479,0.0002858077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.269131,0.000006258459,0.0003711254,0.0003301429,0.000124626,0.000213139,0.00001476773,0.0002249307,0.729584],"genre_scores_gemma":[0.99396,9.408644e-7,0.004508448,0.0004598906,0.00006875632,0.00002877015,0.00001499915,0.00004619348,0.0009119681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7286721,"threshold_uncertainty_score":0.9990237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248836992630309,"score_gpt":0.2293856743518452,"score_spread":0.2168973044255421,"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."}}