{"id":"W7006407703","doi":"","title":"TUT0201 Course Replication of Diener, E., Ng, W., Harter, J., &amp;amp; Arora, R. (2010). - University of Toronto W19","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Course (navigation); Diener; Life course approach","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":[0.006024958,0.0004924387,0.001001905,0.000202275,0.000109289,0.00001230833,0.002000965,0.001291551,0.7339104],"category_scores_gemma":[0.001989489,0.0005716734,0.0003033572,0.0001597312,0.0007674384,0.0001401213,0.001095198,0.001330577,0.4419911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433277,"about_ca_system_score_gemma":0.0007905213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008627828,"about_ca_topic_score_gemma":0.006046108,"domain_scores_codex":[0.9942479,0.001523762,0.0006694124,0.002196628,0.000685076,0.0006772342],"domain_scores_gemma":[0.9905298,0.00101893,0.00109319,0.00655608,0.0003222495,0.0004797977],"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":[0.00105504,0.001137542,0.008943054,0.0008221719,0.0008538675,0.00002418832,0.0007077829,0.00009049176,0.04359227,0.0003323217,0.9217907,0.02065057],"study_design_scores_gemma":[0.001735547,0.000006094817,0.003458975,0.0002789495,0.0004522985,0.00002019599,0.00009765675,0.0001271392,0.005292255,0.0001035565,0.9880077,0.0004196321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007875253,0.0001399121,0.0009282698,0.0002922746,0.001477205,0.001935236,0.0006623296,0.0001528912,0.9865366],"genre_scores_gemma":[0.00789695,0.003728221,0.0007640528,0.0001290964,0.0001599084,0.00003125185,0.0003426615,0.0001874355,0.9867604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2919193,"threshold_uncertainty_score":0.9996735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09025585779917424,"score_gpt":0.4005133326124194,"score_spread":0.3102574748132452,"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."}}