{"id":"W3203187103","doi":"10.11575/prism/39323","title":"Visualizations as Data Input?","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Data 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":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.004187566,0.0003531263,0.0003923827,0.0002628095,0.0004124426,0.002644519,0.007152251,0.0002771425,0.0002159732],"category_scores_gemma":[0.003299437,0.0004034739,0.0001413941,0.001073785,0.0001566245,0.0008209753,0.01400739,0.0005312179,0.0001367535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007878058,"about_ca_system_score_gemma":0.001036758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417356,"about_ca_topic_score_gemma":0.0009447216,"domain_scores_codex":[0.9927445,0.004061806,0.000657651,0.001476812,0.000696621,0.0003625856],"domain_scores_gemma":[0.9871504,0.000766337,0.0005296178,0.008561703,0.002723721,0.0002681615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.984103e-7,0.0007114517,0.0004063893,0.0001321168,0.0001091008,0.00001980918,0.00539425,0.0001331397,0.0002399956,0.9574529,0.00912972,0.02627016],"study_design_scores_gemma":[0.0004639566,3.375246e-7,0.0005816692,0.001716949,0.00007627349,0.00002922269,0.0001942527,0.8456835,0.008873525,0.008103094,0.1333727,0.000904464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001375103,0.0006760563,0.9528838,0.0106988,0.0003956579,0.0002327244,0.0001640701,0.0004746667,0.03309913],"genre_scores_gemma":[0.3543124,0.004052886,0.5700057,0.002868234,0.0001248514,0.00007828226,0.03261115,0.000155904,0.0357906],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9493498,"threshold_uncertainty_score":0.9998417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717316452970262,"score_gpt":0.3045840056259825,"score_spread":0.2674108410962799,"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."}}