{"id":"W3215911571","doi":"10.21810/jicw.v4i2.2962","title":"Memeology","year":2021,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insider; Presentation (obstetrics); Trademark; Media studies; Event (particle physics); Period (music); Library science; History; Sociology; Political science; Art; Law; Medicine; Computer science; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.000870323,0.00003633653,0.00009892804,0.00001578409,0.0003412898,0.00001775605,0.0002430264,0.00002994619,0.0002191647],"category_scores_gemma":[0.0004435796,0.00002252021,0.00003232708,0.0001066303,0.0002581413,0.00005193116,0.00006084581,0.0001390176,0.000005603657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001187033,"about_ca_system_score_gemma":0.00009713502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372813,"about_ca_topic_score_gemma":0.0004212964,"domain_scores_codex":[0.9993106,0.0002445817,0.0001761275,0.00003044455,0.0001415492,0.00009667144],"domain_scores_gemma":[0.9990088,0.0003560675,0.0001210707,0.000109473,0.0003559676,0.00004867513],"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":[0.00008782583,0.00007663108,0.005345174,0.00002091085,0.0001788406,0.00003592197,0.3048684,0.00003014213,0.0009197915,0.2283755,0.007021398,0.4530395],"study_design_scores_gemma":[0.00004891153,0.00006101847,0.0009740283,0.00003580379,0.00003841514,0.00005265611,0.1092792,0.00001779161,0.001967256,0.003718514,0.8837489,0.00005749345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108485,0.1848271,0.007256909,0.201494,0.002088011,0.0002417271,0.00000291055,0.00002579043,0.09321511],"genre_scores_gemma":[0.8985786,0.09985806,0.000114368,0.0005428043,0.0001579361,4.677636e-7,1.929687e-7,0.000001862683,0.0007457445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8767275,"threshold_uncertainty_score":0.262496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07215239823667967,"score_gpt":0.3568251324429168,"score_spread":0.2846727342062371,"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."}}