{"id":"W3192928500","doi":"10.2139/ssrn.3875673","title":"Etudes in Light and Harmony: An Interdisciplinary Workbook for Creative Dialogue and Discovery","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workbook; Harmony (color); Psychology; Art; Political science; Visual arts; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003322375,0.0001134427,0.0001684353,0.00005403972,0.0001967743,0.0001261385,0.00005936678,0.00002879079,0.00002015985],"category_scores_gemma":[0.000004611074,0.00009832666,0.00005358799,0.00006200476,0.00002911956,0.0004536671,0.0000773922,0.0005023715,7.525646e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209855,"about_ca_system_score_gemma":0.0005570414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003323242,"about_ca_topic_score_gemma":0.0003874121,"domain_scores_codex":[0.998822,0.00004941989,0.0001709838,0.0001883509,0.00006261956,0.00070662],"domain_scores_gemma":[0.9997155,0.00003633662,0.00006519779,0.00007263931,0.00003659508,0.00007373765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002359826,0.0003783878,0.1114981,0.00001608276,0.0003138634,0.000008251309,0.002070761,0.00002091234,0.001508125,0.834958,0.0005118342,0.04847969],"study_design_scores_gemma":[0.002253651,0.0006091737,0.01905096,0.0001063203,0.00006183973,0.00008151998,0.01512553,0.0003460491,0.0007731808,0.9555101,0.005725574,0.0003560694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763736,0.002363648,0.01713641,0.002024081,0.0001033475,0.0001098368,0.00001882247,0.000006416547,0.00186382],"genre_scores_gemma":[0.9972026,0.0003676514,0.0001698222,0.0000350017,0.0004575723,0.00001175825,0.00001715064,0.00001282222,0.001725579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205521,"threshold_uncertainty_score":0.4009645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008524594770519733,"score_gpt":0.2805766378872332,"score_spread":0.2720520431167134,"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."}}