{"id":"W4392609580","doi":"10.33137/ijournal.v8i2.41030","title":"Cupid’s Digital Arrows","year":2023,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001261636,0.0001072685,0.0001673904,0.0003055636,0.0002954242,0.0002895701,0.002266035,0.00004799771,0.00000896324],"category_scores_gemma":[0.0002394595,0.00005362105,0.0001890978,0.0008063532,0.00009596052,0.003943013,0.0004006475,0.0005363314,0.000100341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214936,"about_ca_system_score_gemma":0.00006394117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002355669,"about_ca_topic_score_gemma":9.159808e-7,"domain_scores_codex":[0.997934,0.00005467348,0.0008711072,0.00004283636,0.0009247879,0.0001725523],"domain_scores_gemma":[0.9970739,0.00007646269,0.001826176,0.0002631476,0.0007317165,0.00002861218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005418303,0.000687126,0.03642931,0.0001377637,0.002635997,0.00005940016,0.1337194,0.04489543,0.01457559,0.1637145,0.2631028,0.3395009],"study_design_scores_gemma":[0.005434359,0.001701023,0.7051111,0.001066246,0.0001470357,0.005757725,0.02600364,0.01854077,0.05580791,0.04845266,0.1310976,0.0008798489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372213,0.00001599232,0.04679309,0.01240254,0.001538313,0.0001618879,0.000007614816,0.00004584935,0.001813431],"genre_scores_gemma":[0.9990401,0.00001547416,0.0004679485,0.0002391444,0.00008292373,0.000001216143,0.000001702853,0.000003174122,0.0001482644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6686819,"threshold_uncertainty_score":0.4210895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003074124726924,"score_gpt":0.3007850136946853,"score_spread":0.2807542724474161,"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."}}