{"id":"W2600187684","doi":"10.31581/jbs-22.1-4.3(2012)","title":"Human Knowledge and the Advancement of Society","year":2012,"lang":"en","type":"article","venue":"The Journal of Bahá’í Studies","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civilization; Sociology; Plan (archaeology); Reflection (computer programming); Process (computing); Environmental ethics; Engineering ethics; Political science; Social science; Law; History; Engineering; Computer science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003361393,0.0004330856,0.0004581218,0.001286421,0.004489847,0.00936545,0.0007364317,0.002678117,0.007020227],"category_scores_gemma":[0.002885789,0.0001225771,0.0002029806,0.001659729,0.03629379,0.00522658,0.005576196,0.002123261,0.001380644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003897134,"about_ca_system_score_gemma":0.006299295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005230298,"about_ca_topic_score_gemma":0.005087299,"domain_scores_codex":[0.9971724,0.001667797,0.0000958855,0.0002482154,0.0003925468,0.0004231948],"domain_scores_gemma":[0.9975242,0.00126828,0.0002749376,0.0003375475,0.0002274844,0.0003675407],"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":[0.000008179262,0.0000189813,0.000329416,0.0001061938,0.000005927737,0.00008490804,0.00811502,0.0002207566,0.00009817573,0.9622399,0.005358899,0.02341378],"study_design_scores_gemma":[0.00001001954,0.00004182428,0.0009083657,0.000398456,0.000005947602,0.0001165459,0.005939362,0.000144923,0.0001607137,0.6737465,0.3185121,0.00001526129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0220984,0.060618,0.003570655,0.05651336,0.001297033,0.00004672711,0.00007743775,0.00006201711,0.8557163],"genre_scores_gemma":[0.905735,0.03457358,0.003121552,0.004043464,0.001291606,0.00007276708,0.00006351919,0.0000313473,0.05106721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00936545,"threshold_uncertainty_score":0.02827579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08760075448930507,"score_gpt":0.4391321290782954,"score_spread":0.3515313745889903,"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."}}