{"id":"W2258244481","doi":"10.26443/fo.v13i.255","title":"Islamic Studies Library: Growth and Evolution","year":2013,"lang":"fr","type":"article","venue":"Fontanus","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Islam; Civilization; Humanities; South asia; Principal (computer security); Political science; Philosophy; Art; History; Ethnology; Theology; Computer science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004383196,0.0002612643,0.0003514207,0.007731641,0.004768723,0.02017533,0.001225493,0.00177047,0.03688305],"category_scores_gemma":[0.01104918,0.0004201122,0.0002940418,0.01801189,0.004636557,0.01117101,0.006680503,0.0021393,0.01064597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00853321,"about_ca_system_score_gemma":0.01145924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0161025,"about_ca_topic_score_gemma":0.02199831,"domain_scores_codex":[0.9961591,0.0009543496,0.000234637,0.0004116394,0.001585632,0.0006546256],"domain_scores_gemma":[0.9878033,0.002454052,0.001115971,0.001011291,0.004131873,0.003483484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001788084,0.0004672035,0.04961367,0.0004111921,0.00002843438,0.0007359679,0.02810983,0.0002453545,0.0007893043,0.2542717,0.1422091,0.5229394],"study_design_scores_gemma":[0.00001644857,0.00005448622,0.07437084,0.0003777558,0.000007048812,0.0003769447,0.0173209,0.0001786645,0.0003766826,0.005823276,0.9010631,0.00003368041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1767759,0.02566255,0.001124462,0.06639386,0.001107684,0.0001193534,0.002275704,0.0005173407,0.7260231],"genre_scores_gemma":[0.6698804,0.02421201,0.002396096,0.005223259,0.001264276,0.0001319581,0.002263129,0.0004894403,0.2941394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03688305,"threshold_uncertainty_score":0.1233861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573572088318359,"score_gpt":0.2905213656142861,"score_spread":0.2647856447311025,"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."}}