{"id":"W4292951905","doi":"10.3407/rpn.v5i2.6737","title":"XIV Congreso Colombiano de Fitoquímica","year":2022,"lang":"es","type":"article","venue":"Revista Productos Naturales","topic":"Educational methodologies and cognitive development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[],"category_scores_codex":[0.00207228,0.0004017261,0.0005609879,0.0002014046,0.0007806226,0.0001990914,0.0008092741,0.0001478556,0.01199143],"category_scores_gemma":[0.002152741,0.0004134177,0.0002102311,0.000665657,0.0002887592,0.00007763264,0.0005668474,0.001169991,0.0004395082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412042,"about_ca_system_score_gemma":0.0007629116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003202188,"about_ca_topic_score_gemma":0.000001508538,"domain_scores_codex":[0.9943454,0.002679843,0.0006194103,0.001095997,0.0004782467,0.0007810794],"domain_scores_gemma":[0.9971554,0.001238892,0.000424876,0.0007268105,0.000299945,0.0001541336],"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":[0.001036301,0.001418939,0.05302637,0.001109533,0.001134382,0.0002215327,0.00435961,0.0000130528,0.009185167,0.1714125,0.6619639,0.09511865],"study_design_scores_gemma":[0.0004154434,0.0001812189,0.1386807,0.0001029137,0.0001161099,0.000217158,0.002911029,0.000002693877,0.0008317301,0.000980656,0.8550524,0.0005080584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8457547,0.0956935,0.00001628868,0.04409624,0.005197842,0.001664058,0.0004865727,0.0001657112,0.006925085],"genre_scores_gemma":[0.948805,0.001999575,0.004972827,0.00301577,0.001263863,0.0006018103,0.000316193,0.00008018403,0.03894474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1930884,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643473722147599,"score_gpt":0.3681426022254323,"score_spread":0.3217078650039563,"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."}}