{"id":"W4231584675","doi":"10.1007/978-3-030-71363-8_20","title":"Pace, Pause, & Silence: Creating Emphasis & Suspense in Your Writing","year":2021,"lang":"en","type":"book-chapter","venue":"Innovation and change in professional education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Silence; Pace; Curiosity; Punctuation; Emphasis (telecommunications); Syntax; Blueprint; Aesthetics; Psychology; Literature; Art; Computer science; Visual arts; Linguistics; Philosophy; Social psychology; Physics; Telecommunications","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00156149,0.0002366561,0.0002839382,0.0007443353,0.0004166014,0.0001318036,0.0001363909,0.0004793146,0.002341434],"category_scores_gemma":[0.0009484603,0.0002619676,0.00003192949,0.0007054144,0.0001402034,0.0002955898,0.00007476554,0.0006534489,0.00005043412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832562,"about_ca_system_score_gemma":0.002132012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008670706,"about_ca_topic_score_gemma":0.004847243,"domain_scores_codex":[0.9976969,0.0001633363,0.0007602164,0.0004643348,0.0006033713,0.0003118284],"domain_scores_gemma":[0.9983714,0.0002719193,0.0003085419,0.0001726674,0.0007853381,0.00009012195],"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":[0.00001090614,0.000224901,0.009724426,0.0001328069,0.000008234551,0.000002369646,0.07380593,9.022194e-8,0.0000412745,0.8472934,0.002780097,0.06597555],"study_design_scores_gemma":[0.0004293556,0.0000129857,0.04587155,0.007186787,0.00001799579,0.000007417177,0.04914541,0.000002425982,0.00001213441,0.1544896,0.7419978,0.0008265335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4240915,0.002452379,0.00003321391,0.04512912,0.009019438,0.001773622,0.00002522424,0.0001275008,0.5173479],"genre_scores_gemma":[0.2500138,0.001309487,0.002182435,0.005961884,0.001528674,0.0004189683,0.001028881,0.00004729627,0.7375086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7392178,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363155575992749,"score_gpt":0.4331165837474714,"score_spread":0.2968010261481965,"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."}}