{"id":"W4361799407","doi":"10.1386/vcr_00063_1","title":"When hearts speak","year":2022,"lang":"en","type":"article","venue":"Virtual Creativity","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Schematic; Studio; Human–computer interaction; Sculpture; Container (type theory); Visual arts; Multimedia; Engineering; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004242841,0.0001162614,0.0001380596,0.0002103961,0.0004548226,0.00006178825,0.0006468106,0.00003610505,0.0007821786],"category_scores_gemma":[0.00007971779,0.0001234938,0.0000451028,0.0004556101,0.0000793502,0.0005900847,0.0008866898,0.0004414285,0.0001660188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917345,"about_ca_system_score_gemma":0.00005198915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006811557,"about_ca_topic_score_gemma":0.00001612434,"domain_scores_codex":[0.9987268,0.0002121312,0.0001550268,0.0003723807,0.000306734,0.0002268826],"domain_scores_gemma":[0.9991649,0.0001088115,0.00009598487,0.0005355316,0.00006511703,0.00002959883],"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":[0.00003549314,0.0004007145,0.004137492,0.000003422131,0.00004392315,0.00008831076,0.002859597,0.00008981198,0.01393244,0.8956364,0.0404666,0.04230582],"study_design_scores_gemma":[0.001428105,0.00342585,0.0299659,0.00001987921,0.00001728707,0.0005124344,0.001171652,0.03244331,0.06444723,0.1138235,0.7515413,0.001203593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381639,0.00002222321,0.3161416,0.004701178,0.001134439,0.0002638752,0.0000138734,0.0007982501,0.03876068],"genre_scores_gemma":[0.992066,4.645859e-7,0.003457735,0.0006564039,0.00004892071,0.00005966824,0.000004670719,0.00000816785,0.003698013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7818128,"threshold_uncertainty_score":0.8564307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496390057811777,"score_gpt":0.2687363198495961,"score_spread":0.2437724192714783,"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."}}