{"id":"W6964016544","doi":"10.25375/uct.25486300.v1","title":"Metacognition: Your key to success","year":2024,"lang":"en","type":"other","venue":"Open University of Cape Town (University of Cape Town)","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Term (time); Quarter (Canadian coin); Rest (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002676019,0.000392311,0.0008804657,0.0008498771,0.0002042409,0.00008607059,0.002316324,0.0003672795,0.1549146],"category_scores_gemma":[0.00002450547,0.0004902656,0.0003052775,0.0007171296,0.0003731377,0.0005384655,0.0005326269,0.0003119349,0.003626088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003532071,"about_ca_system_score_gemma":0.0003114922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07243707,"about_ca_topic_score_gemma":0.08593669,"domain_scores_codex":[0.9978967,0.0001537825,0.0001741762,0.0007514587,0.0005905723,0.0004332794],"domain_scores_gemma":[0.9984075,0.0001073183,0.0003612473,0.0006035705,0.0001458812,0.0003745189],"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":[0.001333386,0.0001214433,0.003283268,0.0005967197,0.001059592,0.001184433,0.002965001,0.0001364585,0.00007244218,0.0003155986,0.9623023,0.0266294],"study_design_scores_gemma":[0.0009337269,0.0002816259,0.01001337,0.0006166995,0.0006926201,0.0000191585,0.007768772,0.00007802293,0.00002415312,0.0000835039,0.9788296,0.0006587743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01130861,0.000883441,0.0001464235,0.001046293,0.0003733062,0.0006821012,0.002405735,0.0001565805,0.9829975],"genre_scores_gemma":[0.03264711,0.0008478592,0.004398174,0.00007059159,0.00007294114,2.809072e-8,0.0003410963,0.00006262494,0.9615596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1512885,"threshold_uncertainty_score":0.9997549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718883361111391,"score_gpt":0.2292992088367764,"score_spread":0.2021103752256625,"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."}}