{"id":"W7115030820","doi":"","title":"The seven colours of the prism","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Optical and Acousto-Optic Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Prism; Piano; Perception; Patience; Reflection (computer programming); Style (visual arts); Chromatic scale; Musical instrument","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0003722103,0.0004722336,0.0005067253,0.00008742393,0.001369705,0.0000723307,0.001481612,0.0004219045,0.00008539385],"category_scores_gemma":[0.0002614345,0.0002907805,0.0004937794,0.0004997594,0.0001662387,0.0001416368,0.0003274996,0.001544175,0.00004683119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136863,"about_ca_system_score_gemma":0.0001025912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000188442,"about_ca_topic_score_gemma":0.0001105641,"domain_scores_codex":[0.9977084,0.0001330424,0.0006370904,0.0005111366,0.0004812749,0.0005290209],"domain_scores_gemma":[0.9977553,0.0004420863,0.000539093,0.0009751949,0.0002145027,0.00007375133],"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":[0.00004848164,0.0001401439,0.00009734872,0.00008452063,0.0003048959,0.000001589561,0.000005417634,0.00001387387,0.00511099,0.6633186,0.00005837936,0.3308157],"study_design_scores_gemma":[0.0008897115,0.0001377093,0.003567711,0.0008424139,0.0006329546,0.000001645362,0.003114297,0.00004769612,0.2209771,0.5118468,0.2568827,0.001059192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766424,0.0001616066,4.617777e-7,0.0001857784,0.001307341,0.0006521726,0.0006068411,0.0001254617,0.2203179],"genre_scores_gemma":[0.9489229,0.00003707366,0.0001999501,0.00004572514,0.00003727243,0.0001400447,0.0001098069,0.00004951648,0.05045773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3297565,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007780049578730968,"score_gpt":0.2232073923894743,"score_spread":0.2154273428107433,"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."}}