{"id":"W2028731781","doi":"10.1353/scp.0.0016","title":"The Alchemy of Turning Fiction into Truth","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Indigenous; Alchemy; Politics; The Renaissance; Media studies; History; Sociology; Classics; Art history; Social science; Literature; Art; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005383122,0.00007037303,0.0001969732,0.0001253612,0.001814176,0.004374119,0.0006938898,0.0001098514,0.0000134802],"category_scores_gemma":[0.02988786,0.00004672765,0.0001599701,0.0005105103,0.0003866754,0.02709195,0.0001190019,0.001106023,0.000001633536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681394,"about_ca_system_score_gemma":0.0002879965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002865848,"about_ca_topic_score_gemma":0.0002106863,"domain_scores_codex":[0.9976592,0.0002548721,0.000512007,0.00008670041,0.001259867,0.0002273274],"domain_scores_gemma":[0.9964028,0.001103744,0.0007122567,0.00009562285,0.001557379,0.0001281844],"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":[0.0002852643,0.000394651,0.1833413,0.00005187026,0.0006314699,0.0001066752,0.2310161,0.0000719435,0.01233753,0.117168,0.2818386,0.1727567],"study_design_scores_gemma":[0.000619883,0.0001637082,0.06570174,0.0001610735,0.00004731273,0.00004442668,0.04525136,0.00001936397,0.00103577,0.009829258,0.8769578,0.0001683421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047827,0.001813599,0.000295405,0.06249452,0.001296254,0.00006108083,7.267017e-7,0.00002079706,0.02923493],"genre_scores_gemma":[0.9962151,0.0008773702,0.000873232,0.0001283422,0.0009783558,6.369631e-7,1.628777e-7,0.00000604039,0.0009207595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5951192,"threshold_uncertainty_score":0.9994853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176656041340835,"score_gpt":0.3076571222038746,"score_spread":0.2558905617904663,"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."}}