{"id":"W4237424579","doi":"10.36510/learnland.v8i2.690","title":"Editorial","year":2015,"lang":"es","type":"editorial","venue":"LEARNing Landscapes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004329904,0.001793028,0.002188284,0.0007983247,0.0007351882,0.001491057,0.001674224,0.005242468,0.001075931],"category_scores_gemma":[0.02219418,0.00174288,0.0006376271,0.0009381868,0.0002004254,0.0005271758,0.0007514848,0.009767583,0.07401603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008533465,"about_ca_system_score_gemma":0.002713243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003830724,"about_ca_topic_score_gemma":0.00008519422,"domain_scores_codex":[0.9863648,0.001806848,0.001239829,0.001981259,0.006631975,0.001975235],"domain_scores_gemma":[0.9908277,0.002681188,0.001656127,0.001096371,0.002774344,0.0009642694],"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":[0.001201058,0.0001731953,0.001333672,0.0002785473,0.0005155634,0.00004869798,0.001138884,0.002101071,0.0001727683,0.00002688098,0.9923649,0.0006447663],"study_design_scores_gemma":[0.004361809,0.0009850655,0.00002741036,0.0007304516,0.0006939357,0.000006987726,0.0002963109,0.0004139364,0.0000154649,0.00009701047,0.9903819,0.001989713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006513619,0.001657103,0.000005541475,0.00006149885,0.9751024,0.000473497,0.0006178308,0.001584233,0.01984654],"genre_scores_gemma":[0.001434526,0.0003657972,0.0001054939,0.000005896462,0.9749491,0.00007922795,0.005668431,0.001110996,0.01628049],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0729401,"threshold_uncertainty_score":0.9998372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008911584888528815,"score_gpt":0.2627041660917336,"score_spread":0.2537925812032047,"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."}}