{"id":"W7068373697","doi":"","title":"Inside Cover","year":2003,"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":[0.0001977763,0.00009380512,0.00009304701,0.00006792163,0.00006007244,0.00002321946,0.0001119967,0.00001923461,0.001186203],"category_scores_gemma":[0.0002860259,0.00008926991,0.00004089449,0.0001651179,0.00005130459,0.00008715328,0.00003048344,0.0001147318,0.04582518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000228246,"about_ca_system_score_gemma":0.00006549933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003446484,"about_ca_topic_score_gemma":0.000001482369,"domain_scores_codex":[0.9991433,0.0001455812,0.0001156519,0.0001814507,0.0001527897,0.0002612399],"domain_scores_gemma":[0.9994068,0.0001075051,0.00003207631,0.0003476557,0.00001371496,0.00009231216],"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":[0.00001425148,0.00004519963,0.005215279,0.000002051604,0.00001824364,0.00001771026,0.0003365145,0.00005798762,0.02053889,0.9518005,0.02172154,0.0002318616],"study_design_scores_gemma":[0.0008110643,0.00002809112,0.05497516,0.000008517446,0.00001768017,0.00005608903,0.00001920931,0.0001736499,0.006723713,0.4501026,0.4868376,0.000246666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04546366,0.00001711851,0.001224056,0.00003434483,0.000145931,0.00009488667,0.00001660949,0.0001422027,0.9528612],"genre_scores_gemma":[0.9908062,0.000001121149,0.007082308,0.0003290813,0.00003478516,0.000007148214,0.000007635602,0.00005002293,0.001681667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9511795,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178759413006302,"score_gpt":0.2503571838549828,"score_spread":0.2324812425543526,"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."}}