{"id":"W4214884661","doi":"10.32376/d895a0ea.ef8f548f","title":"Remarkable Invention!","year":2021,"lang":"en","type":"article","venue":"History of Media Studies","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713863,0.00008113632,0.0002154574,0.00006206268,0.0001126546,0.00001092508,0.0001209302,0.00002012757,0.0005878068],"category_scores_gemma":[0.0006726133,0.00007703086,0.00007451691,0.00002406005,0.0007079779,0.000132189,0.00009349867,0.00007237031,0.00006640069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280789,"about_ca_system_score_gemma":0.0001553588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003889733,"about_ca_topic_score_gemma":0.001568767,"domain_scores_codex":[0.9992626,0.00006246178,0.0002490389,0.0001176241,0.0002095833,0.00009869812],"domain_scores_gemma":[0.9988748,0.0002354388,0.0001203729,0.0003172779,0.000419915,0.00003214939],"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":[0.000006725662,0.00007681383,0.00008191906,0.0001514296,0.00009161547,0.000005130141,0.09772574,5.193127e-7,0.000100939,0.2683211,0.6320446,0.001393459],"study_design_scores_gemma":[0.0001635676,0.00001885512,0.00007491861,0.00009182077,0.00003227321,0.000001256376,0.002939393,0.000002535903,0.00009459005,0.04759999,0.9488918,0.00008896174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004577997,0.126789,0.000001716838,0.0005434755,0.003018124,0.00005153464,0.000006211411,0.00004541731,0.8649666],"genre_scores_gemma":[0.8383239,0.01049768,0.0003326351,0.0005006811,0.0005859821,0.00004714409,0.00006864486,0.0000257256,0.1496176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8337459,"threshold_uncertainty_score":0.6436072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814291386372623,"score_gpt":0.2699907347130606,"score_spread":0.08856159607579828,"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."}}