{"id":"W4407700173","doi":"10.1162/artm_x_00398","title":"Contributors","year":2024,"lang":"en","type":"article","venue":"ARTMargins","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002001682,0.0007969114,0.0005731139,0.002863427,0.003041948,0.007425013,0.001896216,0.001963058,0.4711416],"category_scores_gemma":[0.01143426,0.0003105326,0.0004432747,0.002578195,0.0007386731,0.004018491,0.003539969,0.002127181,0.2819694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002602512,"about_ca_system_score_gemma":0.003990282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002744004,"about_ca_topic_score_gemma":0.00352993,"domain_scores_codex":[0.9977574,0.0003297616,0.0001348879,0.000421116,0.001055648,0.0003013141],"domain_scores_gemma":[0.9916848,0.0007310393,0.0002162503,0.0007814917,0.005156003,0.001430513],"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":[0.0000237587,0.00001216369,0.000207964,0.0001075098,0.000002226964,0.00007236557,0.0002515573,0.00003301266,0.0001109582,0.006420936,0.9450762,0.0476812],"study_design_scores_gemma":[0.000001971824,0.000003015229,0.0001466493,0.00006351019,9.126142e-7,0.00004592401,0.0002031243,0.00001190081,0.00003743258,0.0005113605,0.9989718,0.000002370602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002394523,0.006921535,0.003424914,0.03958339,0.08744852,0.0006526599,0.008069798,0.001737156,0.8497675],"genre_scores_gemma":[0.009576719,0.003788103,0.001999752,0.007992455,0.007374027,0.0003125278,0.005552182,0.0007219256,0.9626824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5288584,"threshold_uncertainty_score":0.7543523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332303078495981,"score_gpt":0.3457722252984987,"score_spread":0.3324491945135389,"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."}}