{"id":"W4408810034","doi":"10.63409/2024.49","title":"Life at the table","year":2024,"lang":"en","type":"article","venue":"CAUT Journal","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Table (database); Computer science; History; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006449681,0.00002624245,0.00002736089,0.00001920107,0.001041345,0.0007220941,0.0001615301,0.00002135306,0.001963036],"category_scores_gemma":[0.0001456967,0.00001497193,0.00003152338,0.0002313679,0.0001348031,0.0007970744,0.00001498645,0.0001172185,0.0002590531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003527006,"about_ca_system_score_gemma":0.0009656973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002124886,"about_ca_topic_score_gemma":0.00005395744,"domain_scores_codex":[0.999438,0.00005904362,0.00007206962,0.00005722587,0.000232933,0.0001407284],"domain_scores_gemma":[0.9997159,0.00004585907,0.00001838483,0.00004147355,0.00001520805,0.000163229],"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":[0.000001649702,0.000003985781,0.001336766,0.000001561319,0.000005762299,0.00003249235,0.005849711,0.00001012421,0.0001980549,0.03524477,0.9515418,0.005773301],"study_design_scores_gemma":[0.00001540277,0.00001008397,0.0003386692,0.000007945529,0.00000296975,0.00002132881,0.002199942,0.00008117129,0.00009754652,0.004966422,0.9922306,0.00002791005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3197602,0.007309227,0.000581499,0.293639,0.007587374,0.0001266723,0.000005247518,0.0001159007,0.3708749],"genre_scores_gemma":[0.889181,0.0003330324,0.0000528043,0.001842625,0.001962835,0.000001039252,6.500384e-7,0.000003067704,0.1066229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5694208,"threshold_uncertainty_score":0.9989493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211399241964335,"score_gpt":0.3293034026526854,"score_spread":0.287189410233042,"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."}}