{"id":"W4396536611","doi":"10.1145/3657246","title":"Exploratory Proposals for CHI","year":2024,"lang":"en","type":"article","venue":"interactions","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"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":[0.03849062,0.001584858,0.001263095,0.005965448,0.01170829,0.02285423,0.005663828,0.009687557,0.08089575],"category_scores_gemma":[0.1001612,0.0009192803,0.001815141,0.007294403,0.01841549,0.01960153,0.007271853,0.0115812,0.01041848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006987,"about_ca_system_score_gemma":0.01583312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01924106,"about_ca_topic_score_gemma":0.01933574,"domain_scores_codex":[0.9540801,0.03302889,0.001029419,0.002405655,0.007058035,0.002397868],"domain_scores_gemma":[0.8992925,0.06488719,0.001136185,0.01170379,0.01700046,0.005979916],"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":[0.0001571292,0.0001170998,0.0006815881,0.0001582287,0.00001898688,0.00008052905,0.003951607,0.0006165518,0.000265561,0.9248565,0.04152865,0.02756755],"study_design_scores_gemma":[0.0001292016,0.000207251,0.0009065956,0.0004683525,0.00003422959,0.0002085185,0.00966019,0.00902709,0.0008864921,0.7933309,0.1850431,0.000098082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02088071,0.005968154,0.2230496,0.3424304,0.005376648,0.001188664,0.001394243,0.00308285,0.3966289],"genre_scores_gemma":[0.4927558,0.003819301,0.2664641,0.04332744,0.007109496,0.005598065,0.002405109,0.002449547,0.1760712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08089575,"threshold_uncertainty_score":0.2706233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3239529046336966,"score_gpt":0.5117831952764887,"score_spread":0.1878302906427922,"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."}}