{"id":"W2959798324","doi":"10.26021/9721","title":"New interpretations of giftedness in early years : looking through the lens of social constructionism.","year":2018,"lang":"en","type":"article","venue":"University of Canterbury Research Repository (University of Canterbury)","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social constructionism; Lens (geology); Constructionism; Through-the-lens metering; Sociology; Psychology; Epistemology; Developmental psychology; Social science; Geology; Philosophy; Paleontology","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":[0.01793119,0.001112111,0.0006783088,0.007362382,0.01022065,0.01442765,0.001748894,0.004132471,0.002147683],"category_scores_gemma":[0.01150786,0.0005923767,0.0008067033,0.004000113,0.09503148,0.01987281,0.01414079,0.006502849,0.000201369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245067,"about_ca_system_score_gemma":0.005616946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009192838,"about_ca_topic_score_gemma":0.01309319,"domain_scores_codex":[0.9826492,0.01473359,0.0002664647,0.0005952028,0.001051618,0.0007038798],"domain_scores_gemma":[0.9852408,0.0110724,0.001015893,0.0008341831,0.000726782,0.001109937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001183807,0.00001218855,0.001342468,0.00009195074,0.000006858906,0.0005062638,0.7295009,0.00007423481,0.0001620539,0.2630138,0.0006352451,0.004642265],"study_design_scores_gemma":[0.00001539174,0.00003594232,0.002648321,0.0005924465,0.00001537982,0.001024689,0.6052137,0.0003881211,0.0002393455,0.2929112,0.09688628,0.00002922742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4980273,0.0517309,0.06739127,0.08568872,0.001667241,0.0002305401,0.0002547424,0.0001461252,0.2948632],"genre_scores_gemma":[0.9887764,0.003243277,0.003861234,0.0009211267,0.00009870012,0.00006511447,0.00002412774,0.00003735574,0.002972754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793119,"threshold_uncertainty_score":0.09483027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03750805044613117,"score_gpt":0.321800680932744,"score_spread":0.2842926304866128,"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."}}