{"id":"W3193508066","doi":"10.33137/incite.4.37155","title":"Are we there yet? Who are we, where are we going?","year":2021,"lang":"en","type":"article","venue":"in cite journal","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004502805,0.000203506,0.0004358281,0.00005572745,0.00201631,0.0004142094,0.0003615203,0.0001995234,0.001077287],"category_scores_gemma":[0.0001546148,0.0001562736,0.0002638932,0.0004847639,0.0002163631,0.0004099583,0.0002026088,0.0007599889,0.00007283298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738102,"about_ca_system_score_gemma":0.0001320103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298023,"about_ca_topic_score_gemma":0.05126633,"domain_scores_codex":[0.9978205,0.0003888331,0.0003786924,0.0002537342,0.0006042219,0.0005539941],"domain_scores_gemma":[0.9987268,0.0001306958,0.0004838588,0.0001109554,0.0003723295,0.0001753139],"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":[0.00007370062,0.0002565572,0.2905437,0.0001448626,0.000235524,0.003354739,0.204843,0.00006967752,0.00009115843,0.002169872,0.4855859,0.01263136],"study_design_scores_gemma":[0.0003665375,0.00002856478,0.04522545,0.002551269,0.00002234542,0.00003904288,0.3808915,0.000007932696,0.00001927489,0.01554435,0.5550018,0.0003018956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4291607,0.06034148,0.00001828125,0.4190611,0.003493072,0.0002260373,0.00005381653,0.0000891633,0.08755627],"genre_scores_gemma":[0.826583,0.08978407,0.00009661834,0.0007751189,0.004102477,0.00001274929,0.000001395671,0.00003205226,0.07861256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.418286,"threshold_uncertainty_score":0.9998358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06515651678695439,"score_gpt":0.3548692107484971,"score_spread":0.2897126939615427,"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."}}