{"id":"W4245442323","doi":"10.4000/laboreal.14277","title":"Actividad","year":2005,"lang":"es","type":"article","venue":"Laboreal","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004234397,0.0001291615,0.0001641114,0.00003954253,0.0007038663,0.0003004355,0.0004119787,0.0001646004,0.0008151821],"category_scores_gemma":[0.00008196555,0.000117588,0.00008939679,0.0007300153,0.0005965285,0.0003700064,0.00005617083,0.0001405388,0.0007065259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129434,"about_ca_system_score_gemma":0.0002297372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0228516,"about_ca_topic_score_gemma":0.01110886,"domain_scores_codex":[0.998401,0.0001377083,0.000155006,0.0002167882,0.0005219117,0.0005675291],"domain_scores_gemma":[0.9993718,0.000107262,0.00008907507,0.000151126,0.0000663187,0.0002143729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001198693,0.000126767,0.01617638,0.000006756591,0.00002155252,0.000002033476,0.05294874,0.000008812453,0.0001022586,0.6104116,0.03441588,0.2857673],"study_design_scores_gemma":[0.0001311098,0.00003624705,0.05009776,0.00001139335,0.00001420374,2.644897e-7,0.003392622,0.00003571513,0.0001072857,0.001094934,0.9449154,0.0001630504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3908224,0.0002846316,0.000003787604,0.03656713,0.0007719329,0.0001122648,0.00004654818,0.00008176653,0.5713096],"genre_scores_gemma":[0.9820442,0.001519355,0.0001261737,0.001355898,0.005037474,0.000005519451,0.000002551286,0.000009191968,0.009899629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9104995,"threshold_uncertainty_score":0.9836553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583133009790677,"score_gpt":0.3574871532751756,"score_spread":0.3416558231772688,"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."}}