{"id":"W3176562718","doi":"","title":"Opening the Doors of the Studio","year":2020,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Doors; Studio; Visual arts; Art; Aesthetics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001447958,0.0000730414,0.0001033021,0.00001364722,0.0006649179,0.0001351111,0.0007082197,0.00001626717,0.001127792],"category_scores_gemma":[0.000881759,0.00004162777,0.00007396725,0.0001007986,0.0005990693,0.00007057787,0.0003869803,0.000160374,0.0000433019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000122287,"about_ca_system_score_gemma":0.00005936642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005025509,"about_ca_topic_score_gemma":0.0007384511,"domain_scores_codex":[0.9975275,0.001765307,0.0001698309,0.0001460975,0.0002565935,0.0001346878],"domain_scores_gemma":[0.9978802,0.0008286507,0.0001098954,0.000459662,0.0006700892,0.00005150375],"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":[0.000004988181,0.00005025912,0.001708361,0.00001422303,0.00002623848,4.361594e-7,0.07962368,0.000002683321,0.0003272153,0.909299,0.003355964,0.005586945],"study_design_scores_gemma":[0.0008800462,0.0000021658,0.01311694,0.0005861188,0.0000741705,0.000004173423,0.0422284,0.007257601,0.04527323,0.00435224,0.8858636,0.0003613268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09513546,0.0004095302,0.004965844,0.05571228,0.00004045154,0.0002911908,0.00002350962,0.0000412807,0.8433805],"genre_scores_gemma":[0.9803815,0.00002993103,0.0002737412,0.000192196,0.00002745592,0.00001167965,0.000004892861,0.000008764127,0.01906987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9049467,"threshold_uncertainty_score":0.9997853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041671336505197,"score_gpt":0.2437577083144949,"score_spread":0.2033409949494429,"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."}}