{"id":"W2772232826","doi":"10.1386/vcr.7.2.163_7","title":"Report from ISEA2017: A personal reflection","year":2017,"lang":"en","type":"article","venue":"Virtual Creativity","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Reflection (computer programming); Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01415167,0.001291459,0.0005369976,0.002108054,0.006084779,0.01160011,0.002427915,0.008816641,0.01532345],"category_scores_gemma":[0.0353091,0.0003613232,0.00129046,0.001801018,0.002445225,0.004070961,0.008351066,0.01356497,0.005376438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005374554,"about_ca_system_score_gemma":0.007744459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230086,"about_ca_topic_score_gemma":0.01282629,"domain_scores_codex":[0.9903942,0.001619932,0.000383976,0.000590377,0.005273861,0.001737752],"domain_scores_gemma":[0.9760024,0.006998444,0.001051746,0.001782835,0.00894627,0.005218213],"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":[0.0004779254,0.0009134811,0.003191213,0.0003044433,0.00006800302,0.002361469,0.01117858,0.001591779,0.00370943,0.01082308,0.9209474,0.04443306],"study_design_scores_gemma":[0.00003734769,0.0001582355,0.002896699,0.0003222836,0.00002722167,0.0003029732,0.0131124,0.0006906428,0.004059477,0.002777664,0.9755434,0.00007182689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07908095,0.006039419,0.01372864,0.5774655,0.1193042,0.0006625389,0.00411147,0.0006294593,0.1989778],"genre_scores_gemma":[0.4694614,0.008240439,0.009549554,0.08437474,0.03206287,0.0007826841,0.004098924,0.001427018,0.3900023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01532345,"threshold_uncertainty_score":0.07484204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1926637935012889,"score_gpt":0.4904642471127415,"score_spread":0.2978004536114526,"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."}}