{"id":"W88746315","doi":"","title":"La formación química en un contexto de competencias laborales","year":2004,"lang":"es","type":"article","venue":"REEC: Revista electrónica de enseñanza de las ciencias","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008844212,0.0004648771,0.0005249513,0.001995683,0.004997896,0.008174476,0.001135033,0.001768812,0.003329136],"category_scores_gemma":[0.01097283,0.00031551,0.0003786731,0.002482722,0.009001098,0.002838704,0.003360525,0.001136301,0.0004030204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045899,"about_ca_system_score_gemma":0.009899751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02417502,"about_ca_topic_score_gemma":0.03815895,"domain_scores_codex":[0.9914029,0.005078737,0.0002234212,0.0006753185,0.002035615,0.0005841062],"domain_scores_gemma":[0.9908969,0.00552783,0.0008488357,0.0005983992,0.001790361,0.0003375833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002641576,0.0006980743,0.06644391,0.001474283,0.00005749466,0.0008019067,0.3578423,0.00318478,0.01185888,0.300677,0.004648548,0.2520487],"study_design_scores_gemma":[0.00005783117,0.0009739439,0.1321787,0.001923965,0.0001293989,0.0009038598,0.4601742,0.004784151,0.01680667,0.09757794,0.2843206,0.0001687012],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7295125,0.007214453,0.03944352,0.008697229,0.0002491364,0.0005186456,0.0001777446,0.000132728,0.214054],"genre_scores_gemma":[0.9786663,0.001634422,0.008566627,0.0003698357,0.00003040795,0.0001889363,0.00002852528,0.00002209229,0.01049278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02417502,"threshold_uncertainty_score":0.07588565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598643738574988,"score_gpt":0.3813861715960252,"score_spread":0.3553997342102753,"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."}}