{"id":"W4392855056","doi":"10.2352/cic.2023.31.1.17","title":"What Underlies Focal Colours?","year":2023,"lang":"en","type":"article","venue":"Color and Imaging Conference","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007794658,0.00007136031,0.00007971146,0.00004063987,0.0002102597,0.0003380352,0.0001224868,0.000008992661,0.0001645838],"category_scores_gemma":[0.000003537175,0.00006588222,0.00002230125,0.0002231727,0.0001495174,0.0003636805,0.00008470078,0.00006038863,0.0001588669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005126876,"about_ca_system_score_gemma":0.00005614279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003350211,"about_ca_topic_score_gemma":0.000006100307,"domain_scores_codex":[0.9994627,0.000009417292,0.00007723728,0.0001899615,0.00006985066,0.0001907849],"domain_scores_gemma":[0.9996936,0.00005829628,0.00002526055,0.0001153022,0.00004487385,0.00006272082],"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":[0.000008061581,0.00006329302,0.09721274,0.00001150297,0.00002031589,0.000003488439,0.002004292,0.00002603709,0.008032696,0.4956443,0.01289105,0.3840822],"study_design_scores_gemma":[0.001312946,0.0001319088,0.2832944,0.0001672053,0.00007412491,0.000007475633,0.05179183,0.1956044,0.005676214,0.2922201,0.1686317,0.001087602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741477,0.00006525793,0.004736154,0.008147003,0.0002740578,0.0001734076,0.00000971134,0.0001217618,0.01232492],"genre_scores_gemma":[0.9981333,0.00003182327,0.00006449887,0.0001292478,0.00005347565,0.0000503149,0.00001209314,0.000004003817,0.00152123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829947,"threshold_uncertainty_score":0.3259681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341407172899245,"score_gpt":0.2950444328592635,"score_spread":0.271630361130271,"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."}}