{"id":"W7055148419","doi":"","title":"A broad aesthetic : beauty, truth, and goodness","year":2003,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Section (typography); Relevance (law); Scope (computer science); Filmmaking; Aesthetic value; Goodness of fit","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003011809,0.0004463479,0.0003877261,0.001050066,0.00492895,0.01048686,0.0004299273,0.001354943,0.008795323],"category_scores_gemma":[0.004946258,0.000257923,0.000413322,0.001019381,0.02037656,0.005975377,0.00343487,0.005186789,0.001486828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004937177,"about_ca_system_score_gemma":0.003574454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002825032,"about_ca_topic_score_gemma":0.003865462,"domain_scores_codex":[0.9974354,0.001258613,0.00007486698,0.0002243159,0.0008005744,0.0002061928],"domain_scores_gemma":[0.9979587,0.0008690418,0.0001494052,0.00026687,0.0004424878,0.0003135343],"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":[0.00002999407,0.00002859975,0.0003859239,0.0001436715,0.000006645972,0.00009256081,0.02780613,0.0002292386,0.0006365065,0.8834263,0.03649894,0.05071543],"study_design_scores_gemma":[0.00001006209,0.0000512945,0.002003717,0.0005536344,0.000009769356,0.0004236363,0.02183582,0.0004018236,0.0005243912,0.3289115,0.6452452,0.00002909424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02766368,0.02817247,0.01623006,0.04846352,0.003151337,0.0000849016,0.0000676719,0.0001268353,0.8760396],"genre_scores_gemma":[0.6907171,0.01755822,0.009970033,0.008446618,0.002544123,0.0001392588,0.0000773418,0.0003218988,0.2702254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01048686,"threshold_uncertainty_score":0.03582186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195559131610269,"score_gpt":0.2494926378061343,"score_spread":0.2375370464900316,"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."}}