{"id":"W4401803581","doi":"10.1007/978-3-031-67095-4_3","title":"Continuous Present","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on human-centered informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003778815,0.0009498412,0.0008747435,0.001511507,0.0004148331,0.0007416697,0.002356543,0.0008939889,0.0007144109],"category_scores_gemma":[0.0001324509,0.0008358445,0.0004251749,0.000142602,0.0002661728,0.000618308,0.0007770117,0.002347125,0.00355714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005287483,"about_ca_system_score_gemma":0.00008770362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005324807,"about_ca_topic_score_gemma":0.00001552717,"domain_scores_codex":[0.9963795,0.00004187744,0.001484231,0.0005918463,0.0008670804,0.0006354632],"domain_scores_gemma":[0.9962962,0.0004191548,0.0009587862,0.001901176,0.0003253253,0.0000993958],"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":[0.00001834562,0.00005853951,6.173213e-7,0.0003051989,0.0005095885,0.00006400513,0.001483629,0.00002894363,0.0001022735,0.9217048,0.05931215,0.01641187],"study_design_scores_gemma":[0.0002671561,0.0004181111,0.00000579532,0.001941756,0.0001351538,0.0001268866,0.0000795575,0.002257453,0.00858249,0.115046,0.8699536,0.001186086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000180743,0.0003072453,0.01193399,0.0007872595,0.002309222,0.0008645473,0.0000818061,0.001434443,0.9821007],"genre_scores_gemma":[0.1838581,0.0002765018,0.006867293,0.004002529,0.001424478,0.0003580504,0.0002064025,0.0004743396,0.8025323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8106414,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584117581680788,"score_gpt":0.293651635267784,"score_spread":0.2478104594509762,"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."}}