{"id":"W6996093573","doi":"","title":"Ravi Balasubramanian","year":2022,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Indian History and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006538937,0.0005626,0.0004407241,0.00123271,0.004446644,0.004098804,0.0008919805,0.0008704189,0.0506369],"category_scores_gemma":[0.002189202,0.0003343449,0.0001958377,0.001718066,0.001921924,0.003414138,0.001886694,0.0044493,0.03001807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597422,"about_ca_system_score_gemma":0.002786611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005230427,"about_ca_topic_score_gemma":0.005597208,"domain_scores_codex":[0.9993475,0.0001377983,0.00003117961,0.000171395,0.00024587,0.0000662444],"domain_scores_gemma":[0.9991118,0.0001822337,0.00005936772,0.0001294405,0.0003554964,0.0001616584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006849187,0.00009984439,0.001130157,0.0004734501,0.00001393592,0.000408454,0.004920111,0.0002257792,0.001124089,0.2186467,0.5752028,0.1976861],"study_design_scores_gemma":[0.000002914953,0.00001413569,0.0007473932,0.00009067125,0.000004033322,0.0004340823,0.0006497956,0.00008577421,0.0002557404,0.007297079,0.9904088,0.000009522463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01297457,0.06806374,0.0043591,0.06868893,0.007990935,0.00005799125,0.0005680762,0.0007238044,0.8365728],"genre_scores_gemma":[0.176945,0.06203965,0.004204725,0.009956633,0.003398058,0.00009150118,0.0004854521,0.0005840066,0.742295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0506369,"threshold_uncertainty_score":0.1693973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274978965514879,"score_gpt":0.1748144728412529,"score_spread":0.1620646831861041,"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."}}