{"id":"W4401803716","doi":"10.1007/978-3-031-67095-4_2","title":"Continuous Future","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on human-centered informatics","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409584,0.0005824626,0.0003322433,0.0008122699,0.002126632,0.006807425,0.0009878071,0.001784363,0.1899846],"category_scores_gemma":[0.002756637,0.0002085136,0.0003319014,0.000711192,0.002612673,0.007021271,0.004599418,0.003747134,0.07230106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002385561,"about_ca_system_score_gemma":0.003106767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963587,"about_ca_topic_score_gemma":0.003706812,"domain_scores_codex":[0.9990641,0.0001934966,0.00002163081,0.0001922579,0.0003900404,0.0001384401],"domain_scores_gemma":[0.9990119,0.0001013846,0.00004162455,0.0002120001,0.0002591993,0.0003739004],"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":[0.0000198153,0.0000225383,0.0001106772,0.00005866341,0.000003378268,0.00002817714,0.0004119529,0.00008312948,0.0002056618,0.4619746,0.4568585,0.08022298],"study_design_scores_gemma":[0.000001916391,0.000004768806,0.00007070436,0.00003239141,7.476112e-7,0.00001820568,0.0001022454,0.00002639229,0.00003012921,0.02356192,0.9761485,0.000002002517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005702238,0.003633988,0.002318048,0.01292306,0.004889368,0.00001840884,0.0001820941,0.0001599944,0.9753047],"genre_scores_gemma":[0.01852656,0.003109809,0.00153706,0.003934565,0.001788608,0.00005609331,0.0003056407,0.0001772536,0.9705645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1899846,"threshold_uncertainty_score":0.6355618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187163650885221,"score_gpt":0.2779195090283932,"score_spread":0.246047872519541,"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."}}