{"id":"W1579084298","doi":"10.21825/aj.v3i2.1087","title":"Writers' Rooms: Theories of Contemporary Authorship in Portraits of Creative Spaces","year":2014,"lang":"en","type":"article","venue":"Authorship","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paragraph; Guardian; Portrait; Genius; Narrative; Literature; Space (punctuation); History; Speculation; Visual arts; Art; Art history; Law; Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448081,0.0002191325,0.0005292869,0.0004491041,0.0001027558,0.00005478759,0.0002579206,0.0001721887,0.0003916617],"category_scores_gemma":[0.0003902263,0.0001661297,0.0002475253,0.0003369447,0.0012826,0.0002040374,0.00005640778,0.0003311066,0.000005145944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005381524,"about_ca_system_score_gemma":0.0000270836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201022,"about_ca_topic_score_gemma":0.0008423129,"domain_scores_codex":[0.9980378,0.0004077382,0.0006806527,0.0002837264,0.0002794,0.0003106516],"domain_scores_gemma":[0.9985972,0.0005931561,0.0003407118,0.0002067599,0.0001475904,0.0001146026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001054986,0.0001484924,0.04464294,0.0001436572,0.00004216925,0.000003524313,0.01908018,5.726222e-7,0.0002524181,0.93398,0.0001680226,0.001432464],"study_design_scores_gemma":[0.0009379212,0.0008596783,0.09419146,0.0008884938,0.00005825726,0.000001982339,0.01456852,0.00009083252,0.003271048,0.8700055,0.01454484,0.0005815016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464632,0.0004570029,0.00007529426,0.000965032,0.0001617184,0.0002087264,0.00007940386,0.00006893634,0.1515207],"genre_scores_gemma":[0.9986777,0.000009299629,0.0001097183,0.0001203601,0.0001730958,0.00001264141,0.00002559635,0.00001819344,0.0008533784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1522145,"threshold_uncertainty_score":0.6774572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569965986509877,"score_gpt":0.2466294341358252,"score_spread":0.2109297742707265,"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."}}