{"id":"W4409499663","doi":"10.32870/talincrea.v7i2.60","title":"RESEARCH ON HIGH ABILITIES: TRENDS AND METHODOLOGICAL OP-TIONS","year":2021,"lang":"en","type":"article","venue":"TALINCREA Talento Inteligencia y Creatividad","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03108257,0.0004746889,0.001185207,0.03249162,0.00128052,0.007171179,0.00118969,0.001299166,0.005538783],"category_scores_gemma":[0.07987519,0.0005365924,0.000983187,0.05705518,0.003714451,0.00704354,0.002396942,0.001396333,0.0009744514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004186933,"about_ca_system_score_gemma":0.0107607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007241504,"about_ca_topic_score_gemma":0.009037443,"domain_scores_codex":[0.9841899,0.005771221,0.003218319,0.002546158,0.00352999,0.0007444363],"domain_scores_gemma":[0.7942836,0.1527914,0.01914443,0.005285379,0.02631686,0.00217841],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00051094,0.0002144852,0.1668723,0.06853519,0.0008453967,0.0004739797,0.02242804,0.0003002204,0.001640182,0.04392863,0.008672885,0.6855778],"study_design_scores_gemma":[0.00008511293,0.0008222039,0.3887842,0.1492393,0.001847856,0.002400828,0.0791705,0.0004427764,0.002789068,0.01895854,0.3553002,0.0001593317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07147476,0.8820344,0.002784508,0.01423257,0.0008088619,0.0001394113,0.001952301,0.00004539011,0.02652787],"genre_scores_gemma":[0.3108016,0.6769624,0.004888534,0.002162396,0.001267149,0.0003087887,0.001676616,0.00006534735,0.00186713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9689174,"threshold_uncertainty_score":0.1643823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2112571546290826,"score_gpt":0.5079384083638586,"score_spread":0.2966812537347761,"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."}}