{"id":"W4232552664","doi":"10.26522/ti.v7i1.1735","title":"Artist portfolio","year":2018,"lang":"en","type":"article","venue":"ti<","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Art; Business; Computer science; Finance","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001161355,0.00003493706,0.00005283509,0.00002964715,0.0008276287,0.0001082055,0.0003448746,0.00004132532,0.008572323],"category_scores_gemma":[0.00049445,0.000031131,0.00002566917,0.0004551813,0.001686176,0.0001958576,0.00004203337,0.00005381838,0.002176176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006057516,"about_ca_system_score_gemma":0.0002264863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004778304,"about_ca_topic_score_gemma":0.004180709,"domain_scores_codex":[0.9987456,0.0001058388,0.00007394696,0.0001291781,0.0005789583,0.0003665389],"domain_scores_gemma":[0.9995372,0.00005627723,0.00002658785,0.000103888,0.0001053335,0.0001706686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008788773,0.00005171476,0.02499479,0.000002012167,0.000008636069,0.00001554058,0.02975164,9.656407e-8,0.0005589449,0.4993845,0.3222009,0.1230224],"study_design_scores_gemma":[0.00003349566,0.00003129209,0.007089809,0.000002436699,9.449791e-7,1.818579e-7,0.002011568,0.000004585799,0.0002246168,0.01291573,0.9776285,0.00005686314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07313433,0.00003098191,0.00004159745,0.00276399,0.0003870396,0.00008383597,8.939784e-7,0.00007459839,0.9234827],"genre_scores_gemma":[0.9592103,0.00003387672,0.0002425317,0.0002209083,0.001447779,0.000005143426,2.714789e-7,0.000002993948,0.03883624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8860759,"threshold_uncertainty_score":0.9986007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528216986349378,"score_gpt":0.4752405482542207,"score_spread":0.4099583783907269,"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."}}