{"id":"W3189651105","doi":"","title":"Notes Remembering Professor Abdul Hamid","year":2012,"lang":"en","type":"article","venue":"Pakistan Perspective","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Islam; Medicine; Management; History; Media studies; Classics; Sociology; Theology; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088738,0.0002200367,0.0002415635,0.00008974851,0.001081402,0.0001586413,0.0003037619,0.0001407614,0.0005282811],"category_scores_gemma":[0.0003732361,0.0002230614,0.0001355288,0.0002931157,0.0005126833,0.0003606961,0.00006639271,0.0002509549,0.0001850935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008989541,"about_ca_system_score_gemma":0.0002672162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004980167,"about_ca_topic_score_gemma":0.002649522,"domain_scores_codex":[0.9976507,0.0001801446,0.0002618166,0.0003275406,0.0005007763,0.001079038],"domain_scores_gemma":[0.9986292,0.0001682615,0.0001236144,0.0003011933,0.0003372272,0.0004405314],"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":[0.00002172649,0.0001182006,0.001856034,0.00001044273,0.00003709507,0.000004493172,0.03540232,3.323552e-7,0.0002084088,0.9620367,0.0000297225,0.0002745838],"study_design_scores_gemma":[0.0002764832,0.00003586757,0.002367158,0.00004015656,0.00003622712,0.000003236566,0.06882028,0.000005739396,0.0004032519,0.0125443,0.9150656,0.0004017126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006871388,0.001686115,0.0009600254,0.0002676566,0.001311214,0.000355644,0.00004836538,0.0002190524,0.9882805],"genre_scores_gemma":[0.858037,0.00009022491,0.0004212088,0.0002400845,0.0014185,0.00003280102,0.000003212993,0.00003039828,0.1397266],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9494923,"threshold_uncertainty_score":0.9096178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513700392240085,"score_gpt":0.3905366323392359,"score_spread":0.345399628416835,"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."}}